Исходные данные
NO COMPARISON TARGET
19439
ROWS
0
DUPLICATES
14.9 MB
RAM
87
FEATURES
0
CATEGORICAL
86
NUMERICAL
1
TEXT
2.1.4
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
date
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,439
(100%)
1
<1%
-
-
2016-01-15 00:00:00
1
<1%
-
-
2017-09-29 13:59:59
1
<1%
-
-
2017-09-29 11:59:59
1
<1%
-
-
2017-09-29 10:59:59
1
<1%
-
-
2017-09-29 09:59:59
1
<1%
-
-
2017-09-29 08:59:59
1
<1%
-
-
2017-09-29 07:59:59
19,432
>99%
-
-
(Other)
2
final.output.concentrate_ag
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,307
(>99%)
ZEROES:
98
(<1%)
MAX
16.0
95%
7.5
Q3
5.9
AVG
5.2
MEDIAN
5.1
Q1
4.3
5%
3.4
MIN
0.0
RANGE
16.0
IQR
1.64
STD
1.37
VAR
1.88
KURT.
3.20
SKEW
0.647
SUM
100k
3
final.output.concentrate_pb
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,276
(>99%)
ZEROES:
98
(<1%)
MAX
17.0
95%
12.3
Q3
11.0
MEDIAN
10.1
AVG
10.0
Q1
9.1
5%
7.5
MIN
0.0
RANGE
17.0
IQR
1.90
STD
1.67
VAR
2.79
KURT.
7.08
SKEW
-1.55
SUM
194k
4
final.output.concentrate_sol
VALUES:
19,228
(99%)
MISSING:
211
(1%)
DISTINCT:
19,093
(98%)
ZEROES:
98
(<1%)
MAX
19.6
95%
14.8
Q3
10.9
AVG
9.5
MEDIAN
9.2
Q1
7.7
5%
6.0
MIN
0.0
RANGE
19.6
IQR
3.22
STD
2.79
VAR
7.77
KURT.
0.907
SKEW
0.222
SUM
183k
5
final.output.concentrate_au
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,308
(>99%)
ZEROES:
98
(<1%)
MAX
52.8
95%
48.2
Q3
46.3
MEDIAN
45.0
AVG
44.1
Q1
43.4
5%
38.1
MIN
0.0
RANGE
52.8
IQR
2.87
STD
5.13
VAR
26.3
KURT.
35.8
SKEW
-5.16
SUM
857k
6
final.output.recovery
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,235
(99%)
ZEROES:
98
(<1%)
MAX
100
95%
79
Q3
73
MEDIAN
68
AVG
67
Q1
63
5%
52
MIN
0
RANGE
100
IQR
9.39
STD
10.1
VAR
103
KURT.
12.0
SKEW
-2.12
SUM
1.3M
7
final.output.tail_ag
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,328
(>99%)
ZEROES:
91
(<1%)
MAX
19.6
95%
13.5
Q3
11.1
MEDIAN
9.7
AVG
9.7
Q1
8.1
5%
6.4
MIN
0.0
RANGE
19.6
IQR
3.07
STD
2.33
VAR
5.42
KURT.
1.65
SKEW
-0.195
SUM
188k
8
final.output.tail_pb
VALUES:
19,338
(>99%)
MISSING:
101
(<1%)
DISTINCT:
19,228
(99%)
ZEROES:
91
(<1%)
MAX
5.80
95%
4.24
Q3
3.33
MEDIAN
2.75
AVG
2.71
Q1
2.04
5%
1.15
MIN
0.00
RANGE
5.80
IQR
1.29
STD
0.949
VAR
0.901
KURT.
-0.067
SKEW
-0.044
SUM
52,325
9
final.output.tail_sol
VALUES:
19,433
(>99%)
MISSING:
6
(<1%)
DISTINCT:
19,322
(>99%)
ZEROES:
91
(<1%)
MAX
22.3
95%
15.3
Q3
12.1
MEDIAN
10.6
AVG
10.6
Q1
8.9
5%
6.1
MIN
0.0
RANGE
22.3
IQR
3.17
STD
2.87
VAR
8.23
KURT.
1.76
SKEW
0.009
SUM
206k
10
final.output.tail_au
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,329
(>99%)
ZEROES:
91
(<1%)
MAX
8.25
95%
4.57
Q3
3.57
AVG
3.04
MEDIAN
2.98
Q1
2.46
5%
1.69
MIN
0.00
RANGE
8.25
IQR
1.11
STD
0.923
VAR
0.852
KURT.
1.75
SKEW
0.400
SUM
59,143
11
primary_cleaner.input.sulfate
VALUES:
19,415
(>99%)
MISSING:
24
(<1%)
DISTINCT:
19,415
(>99%)
ZEROES:
---
MAX
266
95%
221
Q3
175
AVG
145
MEDIAN
143
Q1
114
5%
73
MIN
0
RANGE
266
IQR
61.0
STD
44.5
VAR
1,977
KURT.
-0.281
SKEW
0.004
SUM
2.8M
12
primary_cleaner.input.depressant
VALUES:
19,402
(>99%)
MISSING:
37
(<1%)
DISTINCT:
19,393
(>99%)
ZEROES:
10
(<1%)
MAX
40.0
95%
15.0
Q3
11.0
AVG
8.8
MEDIAN
8.0
Q1
6.1
5%
4.0
MIN
0.0
RANGE
40.0
IQR
4.94
STD
3.29
VAR
10.8
KURT.
0.199
SKEW
0.534
SUM
171k
13
primary_cleaner.input.feed_size
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
5,022
(26%)
ZEROES:
---
MAX
15.5
95%
8.3
Q3
7.7
AVG
7.3
MEDIAN
7.3
Q1
6.9
5%
6.4
MIN
1.1
RANGE
14.4
IQR
0.730
STD
0.614
VAR
0.376
KURT.
6.40
SKEW
-0.133
SUM
142k
14
primary_cleaner.input.xanthate
VALUES:
19,335
(>99%)
MISSING:
104
(<1%)
DISTINCT:
19,335
(>99%)
ZEROES:
---
MAX
4.10
95%
2.00
Q3
1.21
AVG
1.02
MEDIAN
0.94
Q1
0.70
5%
0.38
MIN
0.00
RANGE
4.10
IQR
0.514
STD
0.513
VAR
0.263
KURT.
3.86
SKEW
1.42
SUM
19,756
15
primary_cleaner.output.concentrate_ag
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,199
(99%)
ZEROES:
108
(<1%)
MAX
16.1
95%
11.5
Q3
9.8
MEDIAN
8.5
AVG
8.4
Q1
7.3
5%
5.4
MIN
0.0
RANGE
16.1
IQR
2.55
STD
2.05
VAR
4.22
KURT.
2.73
SKEW
-0.893
SUM
164k
16
primary_cleaner.output.concentrate_pb
VALUES:
19,323
(>99%)
MISSING:
116
(<1%)
DISTINCT:
19,055
(98%)
ZEROES:
108
(<1%)
MAX
17.1
95%
13.4
Q3
11.4
MEDIAN
10.2
AVG
9.8
Q1
8.7
5%
5.1
MIN
0.0
RANGE
17.1
IQR
2.72
STD
2.56
VAR
6.54
KURT.
2.21
SKEW
-1.05
SUM
190k
17
primary_cleaner.output.concentrate_sol
VALUES:
19,069
(98%)
MISSING:
370
(2%)
DISTINCT:
18,826
(97%)
ZEROES:
108
(<1%)
MAX
22.5
95%
16.7
Q3
13.4
AVG
10.5
MEDIAN
10.3
Q1
7.9
5%
4.0
MIN
0.0
RANGE
22.5
IQR
5.55
STD
3.91
VAR
15.3
KURT.
-0.192
SKEW
-0.124
SUM
200k
18
primary_cleaner.output.concentrate_au
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,199
(99%)
ZEROES:
108
(<1%)
MAX
45.9
95%
38.4
Q3
35.0
MEDIAN
32.8
AVG
32.1
Q1
30.5
5%
25.1
MIN
0.0
RANGE
45.9
IQR
4.58
STD
5.63
VAR
31.7
KURT.
13.7
SKEW
-2.99
SUM
624k
19
primary_cleaner.output.tail_ag
VALUES:
19,435
(>99%)
MISSING:
4
(<1%)
DISTINCT:
19,287
(>99%)
ZEROES:
124
(<1%)
MAX
29.5
95%
22.2
Q3
18.0
AVG
16.1
MEDIAN
15.8
Q1
14.0
5%
11.7
MIN
0.0
RANGE
29.5
IQR
4.00
STD
3.55
VAR
12.6
KURT.
3.15
SKEW
-0.195
SUM
314k
20
primary_cleaner.output.tail_pb
VALUES:
19,418
(>99%)
MISSING:
21
(<1%)
DISTINCT:
19,270
(>99%)
ZEROES:
124
(<1%)
MAX
9.63
95%
6.08
Q3
4.18
AVG
3.44
MEDIAN
3.27
Q1
2.50
5%
1.45
MIN
0.00
RANGE
9.63
IQR
1.68
STD
1.39
VAR
1.94
KURT.
0.868
SKEW
0.668
SUM
66,714
21
primary_cleaner.output.tail_sol
VALUES:
19,377
(>99%)
MISSING:
62
(<1%)
DISTINCT:
19,229
(99%)
ZEROES:
124
(<1%)
MAX
22.3
95%
11.1
Q3
9.5
MEDIAN
8.2
AVG
8.0
Q1
6.7
5%
4.0
MIN
0.0
RANGE
22.3
IQR
2.80
STD
2.21
VAR
4.90
KURT.
1.11
SKEW
-0.652
SUM
154k
22
primary_cleaner.output.tail_au
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,291
(>99%)
ZEROES:
124
(<1%)
MAX
17.8
95%
6.7
Q3
4.6
AVG
3.9
MEDIAN
3.6
Q1
2.9
5%
2.1
MIN
0.0
RANGE
17.8
IQR
1.66
STD
1.59
VAR
2.54
KURT.
7.45
SKEW
1.79
SUM
76,088
23
primary_cleaner.state.floatbank8_a_air
VALUES:
19,435
(>99%)
MISSING:
4
(<1%)
DISTINCT:
19,435
(>99%)
ZEROES:
---
MAX
2,103
95%
1,767
Q3
1,698
MEDIAN
1,601
AVG
1,589
Q1
1,505
5%
1,348
MIN
0
RANGE
2,103
IQR
193
STD
129
VAR
16,640
KURT.
7.51
SKEW
-1.42
SUM
30.9M
24
primary_cleaner.state.floatbank8_a_level
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
-57
95%
-400
Q3
-499
AVG
-491
MEDIAN
-500
Q1
-500
5%
-501
MIN
-799
RANGE
741
IQR
0.875
STD
32.4
VAR
1,052
KURT.
13.6
SKEW
2.39
SUM
-9.5M
25
primary_cleaner.state.floatbank8_b_air
VALUES:
19,435
(>99%)
MISSING:
4
(<1%)
DISTINCT:
19,435
(>99%)
ZEROES:
---
MAX
2,115
95%
1,753
Q3
1,699
MEDIAN
1,601
AVG
1,591
Q1
1,504
5%
1,347
MIN
0
RANGE
2,115
IQR
196
STD
132
VAR
17,374
KURT.
6.67
SKEW
-1.39
SUM
30.9M
26
primary_cleaner.state.floatbank8_b_level
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
-143
95%
-400
Q3
-499
AVG
-492
MEDIAN
-500
Q1
-500
5%
-504
MIN
-800
RANGE
657
IQR
1.06
STD
33.8
VAR
1,142
KURT.
17.0
SKEW
0.781
SUM
-9.6M
27
primary_cleaner.state.floatbank8_c_air
VALUES:
19,437
(>99%)
MISSING:
2
(<1%)
DISTINCT:
19,437
(>99%)
ZEROES:
---
MAX
2,013
95%
1,753
Q3
1,699
MEDIAN
1,600
AVG
1,587
Q1
1,501
5%
1,342
MIN
0
RANGE
2,013
IQR
199
STD
136
VAR
18,526
KURT.
7.88
SKEW
-1.43
SUM
30.8M
28
primary_cleaner.state.floatbank8_c_level
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
-151
95%
-400
Q3
-499
AVG
-492
MEDIAN
-500
Q1
-501
5%
-507
MIN
-800
RANGE
649
IQR
1.85
STD
32.7
VAR
1,070
KURT.
14.0
SKEW
1.42
SUM
-9.6M
29
primary_cleaner.state.floatbank8_d_air
VALUES:
19,436
(>99%)
MISSING:
3
(<1%)
DISTINCT:
19,436
(>99%)
ZEROES:
---
MAX
2,399
95%
1,750
Q3
1,699
MEDIAN
1,599
AVG
1,543
Q1
1,494
5%
1,157
MIN
0
RANGE
2,399
IQR
204
STD
246
VAR
60,614
KURT.
6.36
SKEW
-1.30
SUM
30.0M
30
primary_cleaner.state.floatbank8_d_level
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
-31
95%
-400
Q3
-499
AVG
-488
MEDIAN
-500
Q1
-500
5%
-505
MIN
-800
RANGE
769
IQR
1.39
STD
44.0
VAR
1,932
KURT.
15.3
SKEW
1.85
SUM
-9.5M
31
rougher.calculation.sulfate_to_au_concentrate
VALUES:
19,437
(>99%)
MISSING:
2
(<1%)
DISTINCT:
19,437
(>99%)
ZEROES:
---
MAX
3.4M
95%
0.1M
Q3
0.0M
MEDIAN
0.0M
AVG
0.0M
Q1
0.0M
5%
0.0M
MIN
-42.2M
RANGE
45.7M
IQR
7,467
STD
324k
VAR
105.2B
KURT.
15,122
SKEW
-120
SUM
819.7M
32
rougher.calculation.floatbank10_sulfate_to_au_feed
VALUES:
19,437
(>99%)
MISSING:
2
(<1%)
DISTINCT:
19,437
(>99%)
ZEROES:
---
MAX
630k
95%
6k
Q3
4k
AVG
3k
MEDIAN
3k
Q1
3k
5%
2k
MIN
-0k
RANGE
630k
IQR
1,065
STD
4,944
VAR
24.4M
KURT.
13,493
SKEW
110
SUM
66.0M
33
rougher.calculation.floatbank11_sulfate_to_au_feed
VALUES:
19,437
(>99%)
MISSING:
2
(<1%)
DISTINCT:
19,437
(>99%)
ZEROES:
---
MAX
719k
95%
5k
Q3
4k
AVG
3k
MEDIAN
3k
Q1
3k
5%
2k
MIN
-0k
RANGE
719k
IQR
1,051
STD
5,781
VAR
33.4M
KURT.
12,641
SKEW
107
SUM
63.3M
34
rougher.calculation.au_pb_ratio
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,409
(>99%)
ZEROES:
---
MAX
39.4
95%
3.4
Q3
2.7
AVG
2.4
MEDIAN
2.3
Q1
2.0
5%
1.6
MIN
-0.0
RANGE
39.4
IQR
0.696
STD
0.815
VAR
0.664
KURT.
324
SKEW
10.5
SUM
47,045
35
rougher.input.feed_ag
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,409
(>99%)
ZEROES:
---
MAX
14.6
95%
12.2
Q3
10.2
AVG
8.8
MEDIAN
8.6
Q1
7.2
5%
6.0
MIN
0.0
RANGE
14.6
IQR
2.98
STD
1.94
VAR
3.75
KURT.
-0.446
SKEW
0.228
SUM
171k
36
rougher.input.feed_pb
VALUES:
19,339
(>99%)
MISSING:
100
(<1%)
DISTINCT:
19,300
(>99%)
ZEROES:
---
MAX
7.14
95%
5.49
Q3
4.24
AVG
3.60
MEDIAN
3.53
Q1
2.89
5%
1.99
MIN
0.01
RANGE
7.13
IQR
1.36
STD
1.05
VAR
1.10
KURT.
0.045
SKEW
0.194
SUM
69,583
37
rougher.input.feed_rate
VALUES:
19,428
(>99%)
MISSING:
11
(<1%)
DISTINCT:
19,428
(>99%)
ZEROES:
---
MAX
718
95%
617
Q3
550
MEDIAN
499
AVG
478
Q1
417
5%
299
MIN
0
RANGE
718
IQR
134
STD
105
VAR
11,104
KURT.
2.05
SKEW
-1.11
SUM
9.3M
38
rougher.input.feed_size
VALUES:
19,294
(>99%)
MISSING:
145
(<1%)
DISTINCT:
19,286
(>99%)
ZEROES:
---
MAX
485
95%
85
Q3
65
AVG
59
MEDIAN
55
Q1
47
5%
42
MIN
0
RANGE
485
IQR
17.6
STD
21.6
VAR
468
KURT.
80.3
SKEW
6.75
SUM
1.1M
39
rougher.input.feed_sol
VALUES:
19,340
(>99%)
MISSING:
99
(<1%)
DISTINCT:
19,292
(>99%)
ZEROES:
---
MAX
53.5
95%
43.6
Q3
40.0
MEDIAN
37.2
AVG
36.7
Q1
34.2
5%
28.1
MIN
0.0
RANGE
53.5
IQR
5.83
STD
5.15
VAR
26.5
KURT.
4.44
SKEW
-1.20
SUM
710k
40
rougher.input.feed_au
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,409
(>99%)
ZEROES:
---
MAX
13.7
95%
11.5
Q3
9.8
AVG
8.3
MEDIAN
8.1
Q1
6.9
5%
5.3
MIN
0.0
RANGE
13.7
IQR
2.92
STD
1.96
VAR
3.82
KURT.
-0.091
SKEW
-0.083
SUM
161k
41
rougher.input.floatbank10_sulfate
VALUES:
19,405
(>99%)
MISSING:
34
(<1%)
DISTINCT:
19,405
(>99%)
ZEROES:
---
MAX
36.1
95%
17.6
Q3
14.7
AVG
12.3
MEDIAN
12.0
Q1
10.0
5%
7.1
MIN
0.0
RANGE
36.1
IQR
4.72
STD
3.43
VAR
11.7
KURT.
1.69
SKEW
0.304
SUM
239k
42
rougher.input.floatbank10_xanthate
VALUES:
19,431
(>99%)
MISSING:
8
(<1%)
DISTINCT:
19,431
(>99%)
ZEROES:
---
MAX
9.70
95%
7.68
Q3
6.80
AVG
6.02
MEDIAN
6.01
Q1
5.40
5%
4.30
MIN
0.00
RANGE
9.70
IQR
1.40
STD
1.13
VAR
1.27
KURT.
3.49
SKEW
-0.916
SUM
117k
43
rougher.input.floatbank11_sulfate
VALUES:
19,395
(>99%)
MISSING:
44
(<1%)
DISTINCT:
19,395
(>99%)
ZEROES:
---
MAX
38.0
95%
17.4
Q3
14.6
AVG
12.1
MEDIAN
12.0
Q1
10.0
5%
6.3
MIN
0.0
RANGE
38.0
IQR
4.64
STD
3.78
VAR
14.3
KURT.
1.94
SKEW
-0.326
SUM
234k
44
rougher.input.floatbank11_xanthate
VALUES:
18,986
(98%)
MISSING:
453
(2%)
DISTINCT:
18,971
(98%)
ZEROES:
---
MAX
9.70
95%
7.70
Q3
6.80
MEDIAN
6.10
AVG
6.07
Q1
5.40
5%
4.30
MIN
0.00
RANGE
9.70
IQR
1.40
STD
1.10
VAR
1.21
KURT.
2.58
SKEW
-0.733
SUM
115k
45
rougher.output.concentrate_ag
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,015
(98%)
ZEROES:
394
(2%)
MAX
24.5
95%
15.6
Q3
13.7
MEDIAN
12.1
AVG
12.0
Q1
10.6
5%
8.6
MIN
0.0
RANGE
24.5
IQR
3.11
STD
2.73
VAR
7.47
KURT.
5.97
SKEW
-1.59
SUM
233k
46
rougher.output.concentrate_pb
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
18,956
(98%)
ZEROES:
394
(2%)
MAX
13.6
95%
10.2
Q3
8.6
MEDIAN
7.7
AVG
7.6
Q1
6.7
5%
5.2
MIN
0.0
RANGE
13.6
IQR
1.84
STD
1.80
VAR
3.23
KURT.
5.26
SKEW
-1.33
SUM
148k
47
rougher.output.concentrate_sol
VALUES:
19,416
(>99%)
MISSING:
23
(<1%)
DISTINCT:
18,664
(96%)
ZEROES:
394
(2%)
MAX
38.4
95%
35.0
Q3
32.2
MEDIAN
29.8
AVG
28.8
Q1
27.2
5%
19.5
MIN
0.0
RANGE
38.4
IQR
4.97
STD
5.94
VAR
35.3
KURT.
10.0
SKEW
-2.70
SUM
559k
48
rougher.output.concentrate_au
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,015
(98%)
ZEROES:
394
(2%)
MAX
28.8
95%
23.7
Q3
21.7
MEDIAN
20.3
AVG
19.8
Q1
18.8
5%
15.4
MIN
0.0
RANGE
28.8
IQR
2.92
STD
3.75
VAR
14.1
KURT.
13.9
SKEW
-3.13
SUM
384k
49
rougher.output.recovery
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,017
(98%)
ZEROES:
394
(2%)
MAX
100
95%
94
Q3
90
MEDIAN
86
AVG
83
Q1
81
5%
68
MIN
0
RANGE
100
IQR
8.97
STD
14.1
VAR
200
KURT.
22.2
SKEW
-4.32
SUM
1.6M
50
rougher.output.tail_ag
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,397
(>99%)
ZEROES:
---
MAX
12.7
95%
7.1
Q3
6.4
MEDIAN
5.8
AVG
5.6
Q1
4.9
5%
3.5
MIN
0.6
RANGE
12.1
IQR
1.50
STD
1.11
VAR
1.23
KURT.
-0.065
SKEW
-0.397
SUM
109k
51
rougher.output.tail_pb
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,409
(>99%)
ZEROES:
---
MAX
3.78
95%
1.08
Q3
0.78
AVG
0.65
MEDIAN
0.62
Q1
0.48
5%
0.31
MIN
0.01
RANGE
3.77
IQR
0.301
STD
0.252
VAR
0.063
KURT.
7.29
SKEW
1.40
SUM
12,553
52
rougher.output.tail_sol
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,272
(>99%)
ZEROES:
---
MAX
66.1
95%
23.6
Q3
20.1
MEDIAN
18.1
AVG
18.1
Q1
15.8
5%
12.5
MIN
10.0
RANGE
56.1
IQR
4.27
STD
3.45
VAR
11.9
KURT.
14.5
SKEW
1.27
SUM
351k
53
rougher.output.tail_au
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,399
(>99%)
ZEROES:
---
MAX
9.69
95%
2.92
Q3
2.21
AVG
1.82
MEDIAN
1.81
Q1
1.40
5%
0.71
MIN
0.02
RANGE
9.67
IQR
0.808
STD
0.680
VAR
0.462
KURT.
4.03
SKEW
0.648
SUM
35,309
54
rougher.state.floatbank10_a_air
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
1,522
95%
1,401
Q3
1,206
AVG
1,105
MEDIAN
1,001
Q1
1,000
5%
995
MIN
-0
RANGE
1,522
IQR
206
STD
161
VAR
25,865
KURT.
0.167
SKEW
0.639
SUM
21.5M
55
rougher.state.floatbank10_a_level
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
-274
95%
-300
Q3
-300
MEDIAN
-300
AVG
-377
Q1
-500
5%
-500
MIN
-658
RANGE
384
IQR
200
STD
93.9
VAR
8,819
KURT.
-1.50
SKEW
-0.549
SUM
-7.3M
56
rougher.state.floatbank10_b_air
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
1,809
95%
1,601
Q3
1,449
AVG
1,320
MEDIAN
1,302
Q1
1,200
5%
1,001
MIN
-1
RANGE
1,810
IQR
249
STD
176
VAR
31,077
KURT.
0.165
SKEW
-0.068
SUM
25.7M
57
rougher.state.floatbank10_b_level
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
-296
95%
-350
Q3
-401
AVG
-467
MEDIAN
-500
Q1
-500
5%
-501
MIN
-650
RANGE
354
IQR
99.6
STD
54.7
VAR
2,989
KURT.
0.667
SKEW
1.30
SUM
-9.1M
58
rougher.state.floatbank10_c_air
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
2,499
95%
1,600
Q3
1,449
MEDIAN
1,300
AVG
1,300
Q1
1,151
5%
951
MIN
-0
RANGE
2,499
IQR
298
STD
203
VAR
41,130
KURT.
1.30
SKEW
0.134
SUM
25.3M
59
rougher.state.floatbank10_c_level
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
-292
95%
-351
Q3
-401
AVG
-468
MEDIAN
-500
Q1
-500
5%
-501
MIN
-648
RANGE
355
IQR
99.2
STD
53.5
VAR
2,866
KURT.
0.570
SKEW
1.28
SUM
-9.1M
60
rougher.state.floatbank10_d_air
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,439
(100%)
ZEROES:
---
MAX
1,817
95%
1,549
Q3
1,353
AVG
1,212
MEDIAN
1,202
Q1
1,061
5%
850
MIN
-1
RANGE
1,818
IQR
292
STD
204
VAR
41,624
KURT.
-0.164
SKEW
-0.057
SUM
23.6M
61
rougher.state.floatbank10_d_level
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,439
(100%)
ZEROES:
---
MAX
-76
95%
-351
Q3
-402
AVG
-468
MEDIAN
-500
Q1
-500
5%
-502
MIN
-648
RANGE
572
IQR
98.7
STD
53.9
VAR
2,908
KURT.
0.711
SKEW
1.23
SUM
-9.1M
62
rougher.state.floatbank10_e_air
VALUES:
19,003
(98%)
MISSING:
436
(2%)
DISTINCT:
19,003
(98%)
ZEROES:
---
MAX
1,923
95%
1,400
Q3
1,199
AVG
1,081
MEDIAN
1,050
Q1
999
5%
803
MIN
-2
RANGE
1,925
IQR
201
STD
172
VAR
29,636
KURT.
0.920
SKEW
0.636
SUM
20.5M
63
rougher.state.floatbank10_e_level
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,439
(100%)
ZEROES:
---
MAX
-140
95%
-350
Q3
-401
AVG
-466
MEDIAN
-500
Q1
-500
5%
-501
MIN
-649
RANGE
510
IQR
99.1
STD
57.4
VAR
3,293
KURT.
0.842
SKEW
1.35
SUM
-9.1M
64
rougher.state.floatbank10_f_air
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,439
(100%)
ZEROES:
---
MAX
1,706
95%
1,400
Q3
1,100
AVG
1,025
MEDIAN
1,000
Q1
901
5%
800
MIN
-3
RANGE
1,709
IQR
199
STD
164
VAR
27,056
KURT.
2.22
SKEW
1.11
SUM
19.9M
65
rougher.state.floatbank10_f_level
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
-192
95%
-350
Q3
-402
AVG
-466
MEDIAN
-499
Q1
-501
5%
-502
MIN
-650
RANGE
458
IQR
99.0
STD
57.9
VAR
3,347
KURT.
0.857
SKEW
1.25
SUM
-9.1M
66
secondary_cleaner.output.tail_ag
VALUES:
19,437
(>99%)
MISSING:
2
(<1%)
DISTINCT:
18,576
(96%)
ZEROES:
849
(4%)
MAX
23.3
95%
19.3
Q3
17.4
MEDIAN
15.6
AVG
14.6
Q1
12.6
5%
5.8
MIN
0.0
RANGE
23.3
IQR
4.72
STD
4.27
VAR
18.2
KURT.
3.77
SKEW
-1.76
SUM
284k
67
secondary_cleaner.output.tail_pb
VALUES:
19,427
(>99%)
MISSING:
12
(<1%)
DISTINCT:
18,562
(95%)
ZEROES:
849
(4%)
MAX
17.0
95%
10.4
Q3
7.8
AVG
5.8
MEDIAN
5.3
Q1
3.9
5%
1.1
MIN
0.0
RANGE
17.0
IQR
3.92
STD
2.77
VAR
7.70
KURT.
3.34e-4
SKEW
0.245
SUM
112k
68
secondary_cleaner.output.tail_sol
VALUES:
17,691
(91%)
MISSING:
1,748
(9%)
DISTINCT:
16,831
(87%)
ZEROES:
849
(4%)
MAX
26.0
95%
12.7
Q3
10.4
MEDIAN
7.7
AVG
7.2
Q1
3.8
5%
0.2
MIN
0.0
RANGE
26.0
IQR
6.57
STD
3.92
VAR
15.3
KURT.
-0.982
SKEW
-0.213
SUM
127k
69
secondary_cleaner.output.tail_au
VALUES:
19,439
(100%)
MISSING:
---
DISTINCT:
18,578
(96%)
ZEROES:
849
(4%)
MAX
26.8
95%
8.2
Q3
5.1
AVG
4.3
MEDIAN
4.1
Q1
3.2
5%
1.3
MIN
0.0
RANGE
26.8
IQR
1.88
STD
2.33
VAR
5.41
KURT.
15.0
SKEW
2.47
SUM
84,358
70
secondary_cleaner.state.floatbank2_a_air
VALUES:
19,219
(99%)
MISSING:
220
(1%)
DISTINCT:
19,218
(99%)
ZEROES:
---
MAX
52.7
95%
35.1
Q3
33.0
MEDIAN
29.1
AVG
28.7
Q1
25.0
5%
22.0
MIN
0.1
RANGE
52.6
IQR
7.96
STD
5.46
VAR
29.8
KURT.
5.47
SKEW
-1.48
SUM
552k
71
secondary_cleaner.state.floatbank2_a_level
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
-128
95%
-443
Q3
-500
MEDIAN
-500
AVG
-502
Q1
-500
5%
-502
MIN
-800
RANGE
672
IQR
0.562
STD
53.6
VAR
2,870
KURT.
20.4
SKEW
-3.50
SUM
-9.8M
72
secondary_cleaner.state.floatbank2_b_air
VALUES:
19,416
(>99%)
MISSING:
23
(<1%)
DISTINCT:
19,281
(>99%)
ZEROES:
8
(<1%)
MAX
35.2
95%
30.1
Q3
28.0
MEDIAN
25.0
AVG
24.1
Q1
20.9
5%
14.9
MIN
0.0
RANGE
35.2
IQR
7.09
STD
5.75
VAR
33.1
KURT.
2.84
SKEW
-1.34
SUM
468k
73
secondary_cleaner.state.floatbank2_b_level
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
-212
95%
-401
Q3
-500
MEDIAN
-500
AVG
-503
Q1
-500
5%
-502
MIN
-800
RANGE
588
IQR
0.468
STD
56.6
VAR
3,200
KURT.
16.6
SKEW
-3.10
SUM
-9.8M
74
secondary_cleaner.state.floatbank3_a_air
VALUES:
19,426
(>99%)
MISSING:
13
(<1%)
DISTINCT:
19,353
(>99%)
ZEROES:
2
(<1%)
MAX
44.3
95%
37.0
Q3
33.0
AVG
28.2
MEDIAN
28.0
Q1
24.9
5%
20.0
MIN
0.0
RANGE
44.3
IQR
8.05
STD
6.13
VAR
37.6
KURT.
2.01
SKEW
-0.610
SUM
548k
75
secondary_cleaner.state.floatbank3_a_level
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
-192
95%
-400
Q3
-499
AVG
-486
MEDIAN
-500
Q1
-500
5%
-501
MIN
-800
RANGE
608
IQR
0.888
STD
54.4
VAR
2,961
KURT.
12.1
SKEW
-1.67
SUM
-9.5M
76
secondary_cleaner.state.floatbank3_b_air
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,318
(>99%)
ZEROES:
1
(<1%)
MAX
35.1
95%
31.0
Q3
26.0
AVG
22.2
MEDIAN
22.0
Q1
19.0
5%
14.0
MIN
0.0
RANGE
35.1
IQR
7.00
STD
5.57
VAR
31.1
KURT.
1.08
SKEW
-0.344
SUM
432k
77
secondary_cleaner.state.floatbank3_b_level
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
-160
95%
-400
Q3
-500
AVG
-494
MEDIAN
-500
Q1
-500
5%
-501
MIN
-809
RANGE
650
IQR
0.310
STD
43.4
VAR
1,881
KURT.
18.4
SKEW
-1.37
SUM
-9.6M
78
secondary_cleaner.state.floatbank4_a_air
VALUES:
19,433
(>99%)
MISSING:
6
(<1%)
DISTINCT:
19,423
(>99%)
ZEROES:
1
(<1%)
MAX
30.1
95%
30.0
Q3
23.0
AVG
19.0
MEDIAN
18.0
Q1
15.0
5%
10.1
MIN
0.0
RANGE
30.1
IQR
8.04
STD
5.41
VAR
29.3
KURT.
-0.490
SKEW
0.178
SUM
369k
79
secondary_cleaner.state.floatbank4_a_level
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
-245
95%
-399
Q3
-498
AVG
-486
MEDIAN
-500
Q1
-501
5%
-506
MIN
-800
RANGE
555
IQR
2.46
STD
47.8
VAR
2,281
KURT.
9.51
SKEW
-0.763
SUM
-9.4M
80
secondary_cleaner.state.floatbank4_b_air
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,414
(>99%)
ZEROES:
1
(<1%)
MAX
31.3
95%
23.0
Q3
19.0
AVG
15.0
MEDIAN
15.0
Q1
11.9
5%
7.9
MIN
0.0
RANGE
31.3
IQR
7.09
STD
4.89
VAR
23.9
KURT.
-0.652
SKEW
0.094
SUM
292k
81
secondary_cleaner.state.floatbank4_b_level
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,436
(>99%)
ZEROES:
---
MAX
-7
95%
-380
Q3
-400
AVG
-461
MEDIAN
-499
Q1
-500
5%
-504
MIN
-801
RANGE
794
IQR
100
STD
67.4
VAR
4,544
KURT.
6.73
SKEW
0.685
SUM
-9.0M
82
secondary_cleaner.state.floatbank5_a_air
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
43.7
95%
26.0
Q3
18.0
AVG
15.7
MEDIAN
15.0
Q1
11.0
5%
8.1
MIN
-0.4
RANGE
44.1
IQR
7.04
STD
5.51
VAR
30.4
KURT.
-0.341
SKEW
0.534
SUM
305k
83
secondary_cleaner.state.floatbank5_a_level
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
-244
95%
-401
Q3
-498
AVG
-489
MEDIAN
-500
Q1
-500
5%
-503
MIN
-797
RANGE
553
IQR
2.07
STD
34.5
VAR
1,193
KURT.
7.46
SKEW
1.32
SUM
-9.5M
84
secondary_cleaner.state.floatbank5_b_air
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
27.9
95%
23.3
Q3
14.0
AVG
12.2
MEDIAN
11.0
Q1
9.0
5%
5.0
MIN
0.5
RANGE
27.4
IQR
5.05
STD
5.33
VAR
28.4
KURT.
-0.194
SKEW
0.743
SUM
237k
85
secondary_cleaner.state.floatbank5_b_level
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
-138
95%
-400
Q3
-499
AVG
-487
MEDIAN
-500
Q1
-500
5%
-501
MIN
-800
RANGE
662
IQR
0.693
STD
38.3
VAR
1,471
KURT.
14.9
SKEW
1.47
SUM
-9.5M
86
secondary_cleaner.state.floatbank6_a_air
VALUES:
19,437
(>99%)
MISSING:
2
(<1%)
DISTINCT:
19,437
(>99%)
ZEROES:
---
MAX
32.2
95%
30.0
Q3
24.0
MEDIAN
20.0
AVG
19.0
Q1
15.0
5%
11.0
MIN
-0.1
RANGE
32.3
IQR
9.02
STD
5.55
VAR
30.8
KURT.
-0.761
SKEW
0.141
SUM
369k
87
secondary_cleaner.state.floatbank6_a_level
VALUES:
19,438
(>99%)
MISSING:
1
(<1%)
DISTINCT:
19,438
(>99%)
ZEROES:
---
MAX
-104
95%
-497
Q3
-499
MEDIAN
-500
AVG
-505
Q1
-501
5%
-600
MIN
-810
RANGE
705
IQR
1.23
STD
37.7
VAR
1,420
KURT.
23.8
SKEW
-1.64
SUM
-9.8M
Associations
[Only including dataset "Исходные данные"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
date
MISSING:
---
1
<1%
-
-
2016-01-15 00:00:00
1
<1%
-
-
2017-09-29 13:59:59
1
<1%
-
-
2017-09-29 11:59:59
1
<1%
-
-
2017-09-29 10:59:59
1
<1%
-
-
2017-09-29 09:59:59
1
<1%
-
-
2017-09-29 08:59:59
1
<1%
-
-
2017-09-29 07:59:59
1
<1%
-
-
2017-09-29 06:59:59
1
<1%
-
-
2017-09-29 05:59:59
1
<1%
-
-
2017-09-29 04:59:59
1
<1%
-
-
2017-09-29 03:59:59
1
<1%
-
-
2017-09-29 02:59:59
1
<1%
-
-
2017-09-29 01:59:59
1
<1%
-
-
2017-09-29 00:59:59
1
<1%
-
-
2017-09-28 23:59:59
1
<1%
-
-
2017-09-28 22:59:59
1
<1%
-
-
2017-09-28 21:59:59
1
<1%
-
-
2017-09-29 12:59:59
1
<1%
-
-
2017-09-29 14:59:59
1
<1%
-
-
2017-09-28 19:59:59
1
<1%
-
-
2017-09-29 15:59:59
1
<1%
-
-
2017-09-30 06:59:59
1
<1%
-
-
2017-09-30 05:59:59
1
<1%
-
-
2017-09-30 04:59:59
1
<1%
-
-
2017-09-30 03:59:59
1
<1%
-
-
2017-09-30 02:59:59
1
<1%
-
-
2017-09-30 01:59:59
1
<1%
-
-
2017-09-30 00:59:59
1
<1%
-
-
2017-09-29 23:59:59
1
<1%
-
-
2017-09-29 22:59:59
1
<1%
-
-
2017-09-29 21:59:59
1
<1%
-
-
2017-09-29 20:59:59
1
<1%
-
-
2017-09-29 19:59:59
1
<1%
-
-
2017-09-29 18:59:59
1
<1%
-
-
2017-09-29 17:59:59
1
<1%
-
-
2017-09-29 16:59:59
1
<1%
-
-
2017-09-28 20:59:59
1
<1%
-
-
2017-09-28 15:59:59
1
<1%
-
-
2017-09-30 08:59:59
1
<1%
-
-
2017-09-27 20:59:59
1
<1%
-
-
2017-09-27 18:59:59
1
<1%
-
-
2017-09-27 17:59:59
1
<1%
-
-
2017-09-27 16:59:59
1
<1%
-
-
2017-09-27 15:59:59
1
<1%
-
-
2017-09-27 14:59:59
1
<1%
-
-
2017-09-27 13:59:59
1
<1%
-
-
2017-09-27 12:59:59
1
<1%
-
-
2017-09-27 11:59:59
1
<1%
-
-
2017-09-27 10:59:59
1
<1%
-
-
2017-09-27 09:59:59
1
<1%
-
-
2017-09-27 08:59:59
1
<1%
-
-
2017-09-27 07:59:59
1
<1%
-
-
2017-09-27 06:59:59
1
<1%
-
-
2017-09-27 05:59:59
1
<1%
-
-
2017-09-27 04:59:59
1
<1%
-
-
2017-09-27 19:59:59
1
<1%
-
-
2017-09-27 21:59:59
1
<1%
-
-
2017-09-28 14:59:59
1
<1%
-
-
2017-09-27 22:59:59
1
<1%
-
-
2017-09-28 13:59:59
19,379
>99%
-
-
(Other)
final.output.concentrate_ag
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.concentrate_ag
0.51
rougher.input.feed_ag
0.46
final.output.concentrate_sol
0.38
final.output.tail_ag
0.33
primary_cleaner.output.concentrate_sol
0.33
rougher.input.feed_au
0.32
rougher.output.concentrate_ag
0.32
secondary_cleaner.output.tail_pb
-0.29
final.output.tail_au
0.21
rougher.state.floatbank10_a_level
-0.21
rougher.output.tail_ag
0.20
primary_cleaner.output.concentrate_au
-0.20
primary_cleaner.state.floatbank8_b_air
0.19
final.output.recovery
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
98
0.5%
5.925379753112793
11
<0.1%
3.5545580387115483
7
<0.1%
3.5720245838165283
6
<0.1%
5.955403327941895
5
<0.1%
5.4135475158691415
5
<0.1%
3.6360056400299072
3
<0.1%
5.391207218170166
2
<0.1%
5.454123973846436
2
<0.1%
3.132967472076416
2
<0.1%
6.296655471511032
1
<0.1%
5.444163181074043
1
<0.1%
4.794031851479788
1
<0.1%
6.055402755737305
1
<0.1%
4.323542977251177
1
<0.1%
SMALLEST VALUES
0.0
98
0.5%
0.0099999997764825
1
<0.1%
0.1939504511356528
1
<0.1%
0.2890585602857491
1
<0.1%
0.3717834985700978
1
<0.1%
0.4343754920080796
1
<0.1%
0.5946304664336528
1
<0.1%
0.6469874476194489
1
<0.1%
0.6861789281016718
1
<0.1%
0.7376998069755709
1
<0.1%
0.7655533771296422
1
<0.1%
0.7700529054646156
1
<0.1%
0.7873818285920892
1
<0.1%
0.8184649903780762
1
<0.1%
0.8201798224752727
1
<0.1%
LARGEST VALUES
16.001945119452092
1
<0.1%
13.691698775559258
1
<0.1%
13.67350567498582
1
<0.1%
13.571230831150103
1
<0.1%
13.547756562793856
1
<0.1%
13.465578462887176
1
<0.1%
13.190233738336971
1
<0.1%
13.009474374998131
1
<0.1%
12.758169897128642
1
<0.1%
12.751869372787844
1
<0.1%
12.716730325247884
1
<0.1%
12.649241530785904
1
<0.1%
12.499122767194672
1
<0.1%
12.471993942404374
1
<0.1%
12.398406722235295
1
<0.1%
final.output.concentrate_pb
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_pb
0.48
rougher.calculation.au_pb_ratio
-0.39
primary_cleaner.output.concentrate_pb
0.38
final.output.concentrate_au
0.37
rougher.input.feed_pb
0.30
secondary_cleaner.output.tail_pb
0.29
rougher.output.concentrate_ag
-0.25
final.output.tail_pb
0.22
rougher.input.feed_ag
-0.21
rougher.output.tail_ag
-0.21
rougher.output.tail_sol
-0.18
rougher.state.floatbank10_a_level
0.17
final.output.recovery
0.15
secondary_cleaner.state.floatbank2_b_air
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
98
0.5%
14.7646484375
11
<0.1%
11.4521484375
8
<0.1%
12.2021484375
7
<0.1%
12.5771484375
6
<0.1%
9.3896484375
6
<0.1%
11.5146484375
4
<0.1%
11.2021484375
3
<0.1%
10.4521484375
3
<0.1%
11.0771484375
3
<0.1%
9.5771484375
3
<0.1%
10.0146484375
3
<0.1%
10.7646484375
3
<0.1%
9.5146484375
3
<0.1%
9.2646484375
2
<0.1%
SMALLEST VALUES
0.0
98
0.5%
0.0099999997764825
1
<0.1%
0.3323912772231475
1
<0.1%
0.5717576177832153
1
<0.1%
0.6293023448727197
1
<0.1%
0.8935240654150645
1
<0.1%
1.2549340642370472
1
<0.1%
1.3887144364395994
1
<0.1%
1.4878818984453877
1
<0.1%
1.5680467519081298
1
<0.1%
1.5881453924129407
1
<0.1%
1.6499795788360967
1
<0.1%
1.670745191127062
1
<0.1%
1.6790355791110132
1
<0.1%
1.6865718231973437
1
<0.1%
LARGEST VALUES
17.031899460483757
1
<0.1%
16.705296577252447
1
<0.1%
15.96220054599974
1
<0.1%
15.538095983370312
1
<0.1%
15.249981603357528
1
<0.1%
15.160976560910544
1
<0.1%
14.868753043810528
1
<0.1%
14.7956478383806
1
<0.1%
14.7646484375
11
<0.1%
14.751447217729355
1
<0.1%
14.593347679976787
1
<0.1%
14.574742821587456
1
<0.1%
14.55028647157881
1
<0.1%
14.539861784511142
1
<0.1%
14.507539863586423
1
<0.1%
final.output.concentrate_sol
MISSING:
211
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_ag
0.48
rougher.input.feed_au
0.47
primary_cleaner.output.tail_sol
0.40
final.output.concentrate_ag
0.38
rougher.output.tail_ag
0.38
secondary_cleaner.output.tail_pb
-0.37
primary_cleaner.output.concentrate_ag
0.36
rougher.output.concentrate_ag
0.36
secondary_cleaner.output.tail_sol
0.35
primary_cleaner.input.sulfate
0.32
final.output.tail_ag
0.29
rougher.state.floatbank10_a_level
-0.28
final.output.tail_au
0.27
final.output.recovery
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
98
0.5%
6.66357421875
11
<0.1%
13.8271484375
8
<0.1%
7.17176628112793
6
<0.1%
8.010768890380861
5
<0.1%
8.731319427490233
5
<0.1%
6.8086419105529785
3
<0.1%
12.7021484375
3
<0.1%
8.2646484375
3
<0.1%
14.6396484375
2
<0.1%
8.924428939819336
2
<0.1%
7.827637010138953
1
<0.1%
3.130621332079804
1
<0.1%
7.7464372973733555
1
<0.1%
7.9389709111936195
1
<0.1%
SMALLEST VALUES
0.0
98
0.5%
0.0099999997764825
1
<0.1%
0.2532306941402041
1
<0.1%
0.2689954852501008
1
<0.1%
0.2910987419226613
1
<0.1%
0.3605615923996407
1
<0.1%
0.389547784494401
1
<0.1%
0.4024899717266008
1
<0.1%
0.4753080980823789
1
<0.1%
0.5027210740530993
1
<0.1%
0.515755086155065
1
<0.1%
0.5491786617272171
1
<0.1%
0.5905898846534546
1
<0.1%
0.6040797413253071
1
<0.1%
0.6154354106013327
1
<0.1%
LARGEST VALUES
19.615720486111115
1
<0.1%
19.423911675347227
1
<0.1%
19.41959435039096
1
<0.1%
19.41290765815311
1
<0.1%
19.408359375
1
<0.1%
19.388776041666667
1
<0.1%
19.334610447353786
1
<0.1%
19.232126944859814
1
<0.1%
19.060409172905818
1
<0.1%
18.949136351479424
1
<0.1%
18.930687148306102
1
<0.1%
18.9253189473682
1
<0.1%
18.9116428926256
1
<0.1%
18.77509683609009
1
<0.1%
18.711033209164945
1
<0.1%
final.output.concentrate_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.concentrate_pb
0.37
final.output.recovery
0.29
final.output.concentrate_sol
0.26
primary_cleaner.output.concentrate_au
0.24
rougher.input.feed_sol
0.22
rougher.input.feed_rate
0.16
secondary_cleaner.output.tail_ag
0.16
primary_cleaner.output.tail_ag
0.16
rougher.output.tail_au
-0.15
final.output.tail_sol
0.13
primary_cleaner.output.concentrate_pb
0.13
primary_cleaner.output.tail_au
-0.13
secondary_cleaner.output.tail_pb
0.12
primary_cleaner.output.tail_pb
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
98
0.5%
37.33684921264648
11
<0.1%
44.52821350097656
7
<0.1%
46.10503005981445
6
<0.1%
42.52793884277344
5
<0.1%
45.2706184387207
5
<0.1%
46.0852165222168
3
<0.1%
44.42729568481445
2
<0.1%
45.36885833740234
2
<0.1%
48.16656494140625
2
<0.1%
43.2003979655284
1
<0.1%
43.77719341269832
1
<0.1%
44.523586951524784
1
<0.1%
42.19202041625977
1
<0.1%
45.63495405047744
1
<0.1%
SMALLEST VALUES
0.0
98
0.5%
0.0099999997764825
1
<0.1%
0.9042538768673308
1
<0.1%
1.063991517314682
1
<0.1%
1.1952231796212114
1
<0.1%
1.482979107612286
1
<0.1%
3.5052673051342653
1
<0.1%
3.911529357868454
1
<0.1%
5.726149679346434
1
<0.1%
5.901387972485392
1
<0.1%
6.225457186668817
1
<0.1%
6.340182613999399
1
<0.1%
6.618958748168856
1
<0.1%
6.907081165874896
1
<0.1%
7.0937067886422485
1
<0.1%
LARGEST VALUES
52.756637616965854
1
<0.1%
52.68172523691723
1
<0.1%
51.57188469618046
1
<0.1%
51.49993975913471
1
<0.1%
51.48961163213662
1
<0.1%
51.2330683975628
1
<0.1%
51.21508438435369
1
<0.1%
51.10419245907853
1
<0.1%
51.09002356975274
1
<0.1%
51.013488537614144
1
<0.1%
50.98562012375821
1
<0.1%
50.96262032223586
1
<0.1%
50.90393794502573
1
<0.1%
50.90387093350839
1
<0.1%
50.89796625726449
1
<0.1%
final.output.recovery
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.tail_au
-0.41
primary_cleaner.output.tail_au
-0.39
primary_cleaner.input.sulfate
0.37
secondary_cleaner.output.tail_au
-0.33
rougher.input.floatbank11_xanthate
0.33
rougher.input.floatbank10_xanthate
0.33
rougher.output.recovery
0.33
rougher.output.tail_pb
-0.32
rougher.output.tail_au
-0.31
rougher.input.feed_au
0.30
final.output.concentrate_au
0.29
rougher.input.feed_ag
0.29
final.output.concentrate_sol
0.27
primary_cleaner.output.concentrate_ag
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
98
0.5%
100.0
91
0.5%
71.6682487788493
6
<0.1%
75.96275693848621
5
<0.1%
67.27519465232865
5
<0.1%
71.64160411263055
3
<0.1%
73.58049623922369
2
<0.1%
75.8934368262192
2
<0.1%
70.54121591421571
1
<0.1%
72.84202007645882
1
<0.1%
72.27669789435308
1
<0.1%
74.00949175650344
1
<0.1%
71.16478730678547
1
<0.1%
72.32307120735969
1
<0.1%
71.57804245370663
1
<0.1%
SMALLEST VALUES
0.0
98
0.5%
0.1686109414550471
1
<0.1%
0.4302637100006399
1
<0.1%
0.4637110184813783
1
<0.1%
2.0309166797817286
1
<0.1%
2.080672373942951
1
<0.1%
4.5841514865456165
1
<0.1%
4.591076228143427
1
<0.1%
5.128832751753035
1
<0.1%
5.586496367402162
1
<0.1%
5.8134789393769895
1
<0.1%
5.982862914394794
1
<0.1%
6.778001991516694
1
<0.1%
6.948135014746214
1
<0.1%
7.33181653460956
1
<0.1%
LARGEST VALUES
100.0
91
0.5%
99.91018309558912
1
<0.1%
99.78398229424656
1
<0.1%
99.74147843238718
1
<0.1%
99.66670059825869
1
<0.1%
99.60920472405694
1
<0.1%
99.55557413901828
1
<0.1%
99.43542592632612
1
<0.1%
99.33543488932412
1
<0.1%
99.03431443256052
1
<0.1%
98.76151461685583
1
<0.1%
98.62090648419912
1
<0.1%
98.61585237878742
1
<0.1%
98.55961608295492
1
<0.1%
98.52602195691016
1
<0.1%
final.output.tail_ag
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_ag
0.78
rougher.input.feed_au
0.59
primary_cleaner.output.tail_pb
0.56
primary_cleaner.output.tail_ag
0.55
primary_cleaner.output.concentrate_sol
0.53
primary_cleaner.input.depressant
0.50
primary_cleaner.output.concentrate_ag
0.45
final.output.tail_au
0.44
rougher.output.concentrate_ag
0.41
rougher.input.feed_pb
0.40
primary_cleaner.input.sulfate
0.40
final.output.concentrate_ag
0.33
rougher.output.tail_ag
0.31
final.output.tail_pb
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
91
0.5%
7.958821773529053
7
<0.1%
6.21872091293335
6
<0.1%
9.496955871582031
5
<0.1%
10.441984176635742
3
<0.1%
11.558810234069824
2
<0.1%
13.07784652709961
2
<0.1%
7.381220817565918
2
<0.1%
6.260958047070459
1
<0.1%
6.301322983880091
1
<0.1%
6.2713536945256205
1
<0.1%
6.180966857804125
1
<0.1%
6.104645714508954
1
<0.1%
6.3663839162430085
1
<0.1%
5.006685733795166
1
<0.1%
SMALLEST VALUES
0.0
91
0.5%
0.0167896354801956
1
<0.1%
0.0784052873145143
1
<0.1%
0.0806744245684482
1
<0.1%
0.1016235847498038
1
<0.1%
0.1322742935448595
1
<0.1%
0.1357086018960891
1
<0.1%
0.1469827515911007
1
<0.1%
0.2494185198008644
1
<0.1%
0.3149520155005302
1
<0.1%
0.3733009680178172
1
<0.1%
0.4150144683505641
1
<0.1%
0.470907503681972
1
<0.1%
0.4873885797100633
1
<0.1%
0.4986368069619736
1
<0.1%
LARGEST VALUES
19.55214857336269
1
<0.1%
19.15722379649354
1
<0.1%
19.15346355662037
1
<0.1%
19.152445541283143
1
<0.1%
18.972692837591143
1
<0.1%
18.967979660307968
1
<0.1%
18.770142260438345
1
<0.1%
18.726803495877505
1
<0.1%
18.593782728578223
1
<0.1%
18.48127384745359
1
<0.1%
18.449137720672013
1
<0.1%
18.30952468538732
1
<0.1%
18.26971566346618
1
<0.1%
18.259309544357286
1
<0.1%
18.25667883738748
1
<0.1%
final.output.tail_pb
MISSING:
101
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_pb
0.77
final.output.tail_au
0.61
rougher.input.feed_au
0.49
rougher.calculation.au_pb_ratio
-0.45
rougher.output.tail_sol
-0.44
primary_cleaner.output.concentrate_pb
0.44
rougher.output.concentrate_pb
0.40
primary_cleaner.input.sulfate
0.38
rougher.input.floatbank10_sulfate
0.37
rougher.state.floatbank10_e_air
-0.36
primary_cleaner.output.tail_pb
0.33
final.output.tail_ag
0.31
rougher.input.floatbank11_sulfate
0.31
rougher.state.floatbank10_f_air
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
91
0.5%
4.22607421875
7
<0.1%
3.347412109375
6
<0.1%
2.034912109375
5
<0.1%
4.41357421875
3
<0.1%
3.800537109375
2
<0.1%
2.456787109375
2
<0.1%
3.113037109375
2
<0.1%
0.89544677734375
1
<0.1%
3.2970066922240786
1
<0.1%
3.046637750996484
1
<0.1%
3.3262884400950536
1
<0.1%
3.289907773402002
1
<0.1%
3.1815726372268465
1
<0.1%
3.2331803739733167
1
<0.1%
SMALLEST VALUES
0.0
91
0.5%
0.0045082234231651
1
<0.1%
0.0187642594333738
1
<0.1%
0.0204745900434338
1
<0.1%
0.030546387574861
1
<0.1%
0.058488221517764
1
<0.1%
0.0589991366242369
1
<0.1%
0.0603885783596585
1
<0.1%
0.0621214403475357
1
<0.1%
0.0653410809311187
1
<0.1%
0.0680856194905936
1
<0.1%
0.0690248256181884
1
<0.1%
0.0803803355681399
1
<0.1%
0.1055278976054655
1
<0.1%
0.1070506161968741
1
<0.1%
LARGEST VALUES
5.804177690876855
1
<0.1%
5.786732467148039
1
<0.1%
5.761475870344374
1
<0.1%
5.723221694495942
1
<0.1%
5.685669453276527
1
<0.1%
5.659329761399162
1
<0.1%
5.654320684406493
1
<0.1%
5.650438094536463
1
<0.1%
5.645595707628463
1
<0.1%
5.639565029011832
1
<0.1%
5.6381544015142655
1
<0.1%
5.625217836300533
1
<0.1%
5.613964983887144
1
<0.1%
5.588611819214291
1
<0.1%
5.585031496418847
1
<0.1%
final.output.tail_sol
MISSING:
6
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.tail_sol
0.48
rougher.input.feed_rate
0.47
rougher.output.tail_sol
0.40
rougher.input.feed_sol
0.38
primary_cleaner.output.concentrate_sol
0.32
rougher.input.floatbank10_xanthate
0.31
rougher.input.floatbank11_sulfate
0.31
secondary_cleaner.output.tail_sol
0.30
primary_cleaner.input.feed_size
0.29
rougher.input.floatbank11_xanthate
0.29
primary_cleaner.state.floatbank8_d_air
-0.28
secondary_cleaner.state.floatbank4_a_air
-0.28
primary_cleaner.input.depressant
0.25
rougher.output.tail_pb
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
91
0.5%
9.8271484375
7
<0.1%
12.5771484375
6
<0.1%
8.2646484375
5
<0.1%
8.8896484375
4
<0.1%
11.5146484375
2
<0.1%
7.56982421875
2
<0.1%
10.7646484375
2
<0.1%
10.769996496306524
1
<0.1%
10.305931082301669
1
<0.1%
10.497690576182473
1
<0.1%
10.944025550418427
1
<0.1%
10.338601990805731
1
<0.1%
11.034543747637008
1
<0.1%
10.8639933541086
1
<0.1%
SMALLEST VALUES
0.0
91
0.5%
0.0777314158818788
1
<0.1%
0.1048271355281273
1
<0.1%
0.1314517202046454
1
<0.1%
0.1608144127018278
1
<0.1%
0.1609904773119423
1
<0.1%
0.1701766513743334
1
<0.1%
0.1843133448343724
1
<0.1%
0.1861898377496335
1
<0.1%
0.2176452824514772
1
<0.1%
0.22240708027035
1
<0.1%
0.24913413253975
1
<0.1%
0.2651396717814108
1
<0.1%
0.2858880691747698
1
<0.1%
0.2900764034564296
1
<0.1%
LARGEST VALUES
22.317730335129628
1
<0.1%
22.27201881620619
1
<0.1%
22.19463700612386
1
<0.1%
21.767223576000998
1
<0.1%
21.73155180772145
1
<0.1%
21.597385518285964
1
<0.1%
21.551703754001192
1
<0.1%
21.537313833236688
1
<0.1%
21.33859589099884
1
<0.1%
21.08300026787652
1
<0.1%
20.988434171146817
1
<0.1%
20.95507524490357
1
<0.1%
20.831387154261265
1
<0.1%
20.59339942455292
1
<0.1%
20.572343010372585
1
<0.1%
final.output.tail_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_au
0.64
primary_cleaner.output.tail_au
0.63
rougher.output.tail_au
0.62
final.output.tail_pb
0.61
rougher.output.tail_ag
0.55
rougher.input.feed_ag
0.50
rougher.input.feed_pb
0.46
secondary_cleaner.output.tail_au
0.46
final.output.tail_ag
0.44
final.output.recovery
-0.41
rougher.output.tail_pb
0.37
rougher.output.tail_sol
-0.35
rougher.input.feed_rate
-0.29
primary_cleaner.output.tail_sol
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
91
0.5%
3.199277639389038
7
<0.1%
2.403677225112915
6
<0.1%
2.053974151611328
5
<0.1%
2.015913724899292
3
<0.1%
2.873732089996338
2
<0.1%
3.786579132080078
2
<0.1%
3.7039308547973633
2
<0.1%
1.992893038421724
1
<0.1%
1.9677974801927496
1
<0.1%
1.934305459213264
1
<0.1%
1.877289929936632
1
<0.1%
1.887465217008228
1
<0.1%
1.9917595768698608
1
<0.1%
1.904330372810364
1
<0.1%
SMALLEST VALUES
0.0
91
0.5%
0.0007766038453579
1
<0.1%
0.0054618635576343
1
<0.1%
0.016072624692271
1
<0.1%
0.0209224077290855
1
<0.1%
0.0313323749949934
1
<0.1%
0.0662671523591416
1
<0.1%
0.0696861046039319
1
<0.1%
0.0711498507791642
1
<0.1%
0.0768987621408693
1
<0.1%
0.0769403567804349
1
<0.1%
0.1024486219156743
1
<0.1%
0.1070767620498918
1
<0.1%
0.1361602378393258
1
<0.1%
0.1406458510871258
1
<0.1%
LARGEST VALUES
8.245022417335699
1
<0.1%
8.197408204778785
1
<0.1%
7.813614609584515
1
<0.1%
7.812800616851944
1
<0.1%
7.69774443796563
1
<0.1%
7.675163933962902
1
<0.1%
7.574179988844778
1
<0.1%
7.554676838390211
1
<0.1%
7.490731810108051
1
<0.1%
7.4492492480760655
1
<0.1%
7.3793912442676355
1
<0.1%
7.32235830377948
1
<0.1%
7.297108876012339
1
<0.1%
7.269412709812102
1
<0.1%
7.259598642143966
1
<0.1%
primary_cleaner.input.sulfate
MISSING:
24
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_au
0.62
rougher.input.floatbank11_sulfate
0.57
rougher.input.feed_ag
0.51
rougher.input.feed_pb
0.51
rougher.input.floatbank10_sulfate
0.50
primary_cleaner.output.tail_sol
0.50
rougher.input.floatbank10_xanthate
0.49
primary_cleaner.input.xanthate
0.46
rougher.input.floatbank11_xanthate
0.46
primary_cleaner.input.depressant
0.42
primary_cleaner.output.concentrate_sol
0.41
final.output.tail_ag
0.40
rougher.input.feed_sol
0.40
primary_cleaner.output.concentrate_ag
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
170.45620391835914
1
<0.1%
232.27017667675565
1
<0.1%
234.0891796901632
1
<0.1%
233.11723049682152
1
<0.1%
208.11972104457985
1
<0.1%
193.48064371930545
1
<0.1%
186.6113419600989
1
<0.1%
185.5737027022245
1
<0.1%
149.20174888773929
1
<0.1%
127.484051479411
1
<0.1%
147.21512295844948
1
<0.1%
142.6438698425588
1
<0.1%
135.35918920656158
1
<0.1%
148.48932508952254
1
<0.1%
148.82018263225171
1
<0.1%
SMALLEST VALUES
0.0031118198740194
1
<0.1%
0.0512794526826961
1
<0.1%
0.0674242932418792
1
<0.1%
0.1291387631507046
1
<0.1%
0.3966616409870408
1
<0.1%
0.8329345516188008
1
<0.1%
1.198289700554164
1
<0.1%
1.8739628538195348
1
<0.1%
2.4186509325588554
1
<0.1%
2.5661564570019064
1
<0.1%
2.9267202602864564
1
<0.1%
4.494126680490872
1
<0.1%
5.302022446469811
1
<0.1%
7.025591265409349
1
<0.1%
7.329299491566429
1
<0.1%
LARGEST VALUES
265.98312306345053
1
<0.1%
262.53150186094683
1
<0.1%
262.293481704508
1
<0.1%
262.061025926758
1
<0.1%
262.00370261487524
1
<0.1%
261.9284097037309
1
<0.1%
261.7226312752388
1
<0.1%
261.4439646617216
1
<0.1%
261.2275561876397
1
<0.1%
260.0825342669072
1
<0.1%
260.0552279312386
1
<0.1%
258.662132149531
1
<0.1%
258.46900278160325
1
<0.1%
258.36253786275745
1
<0.1%
258.2410063737875
1
<0.1%
primary_cleaner.input.depressant
MISSING:
37
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.tail_ag
0.50
rougher.input.feed_ag
0.47
primary_cleaner.output.concentrate_sol
0.45
primary_cleaner.input.sulfate
0.42
rougher.input.feed_au
0.40
primary_cleaner.output.tail_pb
0.38
rougher.input.floatbank10_xanthate
0.35
rougher.input.floatbank11_xanthate
0.34
rougher.input.feed_pb
0.31
secondary_cleaner.output.tail_sol
0.30
primary_cleaner.output.tail_ag
0.29
rougher.state.floatbank10_b_level
-0.28
rougher.state.floatbank10_e_level
-0.28
rougher.state.floatbank10_c_level
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
10
<0.1%
6.457634169440973
1
<0.1%
6.457862597338664
1
<0.1%
6.514816683214465
1
<0.1%
6.4845500603032376
1
<0.1%
6.5932321477017535
1
<0.1%
6.429611904099412
1
<0.1%
6.44437150647512
1
<0.1%
6.408830683633558
1
<0.1%
6.511500992072125
1
<0.1%
6.490881031748935
1
<0.1%
6.4940822096468045
1
<0.1%
6.459222759548489
1
<0.1%
6.534633290434281
1
<0.1%
6.588102420955223
1
<0.1%
SMALLEST VALUES
0.0
10
<0.1%
0.0038394820220788
1
<0.1%
0.0077205101872249
1
<0.1%
0.0122440729508683
1
<0.1%
0.0123730850406995
1
<0.1%
0.0174167717969843
1
<0.1%
0.0219809648075025
1
<0.1%
0.0424758670042046
1
<0.1%
0.0441332768107199
1
<0.1%
0.0573826181557404
1
<0.1%
0.0618642857017525
1
<0.1%
0.0880797078544791
1
<0.1%
0.1133558760659602
1
<0.1%
0.1157050184256614
1
<0.1%
0.1190507954885878
1
<0.1%
LARGEST VALUES
40.0
1
<0.1%
20.052255429051478
1
<0.1%
20.04676416205991
1
<0.1%
20.04582725092961
1
<0.1%
20.038590324306597
1
<0.1%
20.03696506812909
1
<0.1%
20.03038847449887
1
<0.1%
20.02832556641483
1
<0.1%
20.02461295596128
1
<0.1%
20.02278605221422
1
<0.1%
20.02129047580492
1
<0.1%
20.016119915453896
1
<0.1%
20.014703494910805
1
<0.1%
20.0140355288406
1
<0.1%
20.012914074608744
1
<0.1%
primary_cleaner.input.feed_size
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.output.tail_sol
0.36
primary_cleaner.output.tail_sol
0.34
rougher.state.floatbank10_a_level
-0.32
final.output.tail_sol
0.29
secondary_cleaner.output.tail_pb
-0.29
secondary_cleaner.state.floatbank4_a_air
-0.26
primary_cleaner.output.concentrate_sol
0.24
secondary_cleaner.state.floatbank4_b_air
-0.22
final.output.concentrate_sol
0.20
rougher.output.tail_ag
0.20
rougher.calculation.au_pb_ratio
0.20
secondary_cleaner.state.floatbank5_a_air
-0.19
primary_cleaner.output.tail_ag
-0.19
secondary_cleaner.state.floatbank5_b_air
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
7.25
377
1.9%
7.300000190734862
259
1.3%
7.199999809265138
233
1.2%
7.0
230
1.2%
7.699999809265138
213
1.1%
7.099999904632568
180
0.9%
7.420000076293945
179
0.9%
7.5
172
0.9%
7.400000095367432
163
0.8%
7.28000020980835
154
0.8%
6.800000190734862
153
0.8%
7.380000114440918
150
0.8%
7.309999942779541
149
0.8%
7.800000190734862
146
0.8%
7.130000114440918
140
0.7%
SMALLEST VALUES
1.0800000429153442
7
<0.1%
1.080007382604519
1
<0.1%
4.96999979019165
13
<0.1%
5.309999942779541
9
<0.1%
5.4099998474121085
3
<0.1%
5.463333175659137
1
<0.1%
5.489999725341841
1
<0.1%
5.489999771118164
7
<0.1%
5.499999565124381
1
<0.1%
5.50999989382414
1
<0.1%
5.51000029394369
1
<0.1%
5.519999980926514
1
<0.1%
5.539999961853027
7
<0.1%
5.599999904632568
16
<0.1%
5.610000133514403
6
<0.1%
LARGEST VALUES
15.5
1
<0.1%
11.470007920201564
1
<0.1%
10.470000267028809
2
<0.1%
10.100000381469728
1
<0.1%
10.100000193277891
1
<0.1%
9.770000457763672
1
<0.1%
9.769998273849025
1
<0.1%
9.630000114440918
6
<0.1%
9.619999885559082
1
<0.1%
9.579999923706056
14
<0.1%
9.5
1
<0.1%
9.499998975372364
1
<0.1%
9.471333093431188
1
<0.1%
9.445000068876592
1
<0.1%
9.4399995803833
6
<0.1%
primary_cleaner.input.xanthate
MISSING:
104
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.input.sulfate
0.46
rougher.input.floatbank10_xanthate
0.42
rougher.input.floatbank11_xanthate
0.41
rougher.input.feed_rate
0.34
primary_cleaner.output.concentrate_ag
0.33
rougher.state.floatbank10_c_level
-0.32
rougher.state.floatbank10_d_level
-0.32
rougher.state.floatbank10_b_level
-0.32
rougher.state.floatbank10_e_level
-0.31
primary_cleaner.output.concentrate_sol
0.31
rougher.state.floatbank10_f_level
-0.31
rougher.input.floatbank11_sulfate
0.29
rougher.input.feed_sol
0.28
rougher.state.floatbank10_c_air
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1.9009684731237355
1
<0.1%
1.9502923438085595
1
<0.1%
2.0058865834898314
1
<0.1%
1.9979540626347687
1
<0.1%
1.9667916534736107
1
<0.1%
1.9418191332760608
1
<0.1%
1.8923966483532384
1
<0.1%
1.8958120832595209
1
<0.1%
1.8966736021668544
1
<0.1%
1.909231381614504
1
<0.1%
1.8801833642310413
1
<0.1%
1.91662383593838
1
<0.1%
1.883249063125909
1
<0.1%
1.8979268528377988
1
<0.1%
1.8807925000814256
1
<0.1%
SMALLEST VALUES
4.632753108427441e-06
1
<0.1%
0.000154395565078
1
<0.1%
0.0002135062692737
1
<0.1%
0.0002909372278469
1
<0.1%
0.000345581780865
1
<0.1%
0.0004167947759265
1
<0.1%
0.0004171789531578
1
<0.1%
0.0004955045480976
1
<0.1%
0.0010861703504828
1
<0.1%
0.001158668497198
1
<0.1%
0.0012849373045247
1
<0.1%
0.0014242186042598
1
<0.1%
0.0014555015550475
1
<0.1%
0.0015125267883335
1
<0.1%
0.0015305758054107
1
<0.1%
LARGEST VALUES
4.102454357303357
1
<0.1%
4.068384265252578
1
<0.1%
4.027341043460633
1
<0.1%
4.014188217602367
1
<0.1%
4.012051591341496
1
<0.1%
4.008030207503318
1
<0.1%
4.006994799042953
1
<0.1%
3.999060408525
1
<0.1%
3.997988003229085
1
<0.1%
3.996898164255248
1
<0.1%
3.996182643102109
1
<0.1%
3.995436897206418
1
<0.1%
3.994639077046024
1
<0.1%
3.9946072554519394
1
<0.1%
3.9920225863327072
1
<0.1%
primary_cleaner.output.concentrate_ag
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.concentrate_sol
0.72
rougher.input.feed_ag
0.55
final.output.concentrate_ag
0.51
final.output.tail_ag
0.45
rougher.input.feed_au
0.44
primary_cleaner.input.sulfate
0.40
primary_cleaner.output.tail_sol
0.39
primary_cleaner.output.concentrate_pb
0.37
final.output.concentrate_sol
0.36
rougher.output.concentrate_ag
0.36
rougher.input.floatbank10_xanthate
0.34
primary_cleaner.input.xanthate
0.33
rougher.input.floatbank11_xanthate
0.32
final.output.recovery
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0099999997764825
117
0.6%
0.0
108
0.6%
8.33973217010498
6
<0.1%
9.987871170043944
5
<0.1%
7.925333976745605
5
<0.1%
7.355843067169189
3
<0.1%
9.526259422302246
2
<0.1%
8.87421703338623
2
<0.1%
7.9461467209309316
1
<0.1%
8.614471462512471
1
<0.1%
9.006789599908705
1
<0.1%
8.229592662234003
1
<0.1%
7.6610248200055135
1
<0.1%
8.29920088888081
1
<0.1%
8.28160502749216
1
<0.1%
SMALLEST VALUES
0.0
108
0.6%
0.0099999997764825
117
0.6%
0.0186605082721022
1
<0.1%
0.0380856043928009
1
<0.1%
0.1160969152361189
1
<0.1%
0.131110764527374
1
<0.1%
0.1869750840522627
1
<0.1%
0.2215959019144389
1
<0.1%
0.2287176634947738
1
<0.1%
0.2325580599866832
1
<0.1%
0.2585129761616553
1
<0.1%
0.2599228734402075
1
<0.1%
0.2743101644565468
1
<0.1%
0.2911295847772433
1
<0.1%
0.3348118043538812
1
<0.1%
LARGEST VALUES
16.081631749293688
1
<0.1%
15.00578940554056
1
<0.1%
14.924406020586089
1
<0.1%
14.794260203971245
1
<0.1%
14.724163663049431
1
<0.1%
14.708860999050437
1
<0.1%
14.63687049317501
1
<0.1%
14.562938742844835
1
<0.1%
14.561317892396266
1
<0.1%
14.428076008853846
1
<0.1%
14.382392036303813
1
<0.1%
14.374434420536572
1
<0.1%
14.313499152428069
1
<0.1%
14.258612555394034
1
<0.1%
14.190141349534846
1
<0.1%
primary_cleaner.output.concentrate_pb
MISSING:
116
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_pb
0.46
final.output.tail_pb
0.44
secondary_cleaner.output.tail_pb
0.39
final.output.concentrate_pb
0.38
rougher.output.concentrate_pb
0.37
primary_cleaner.output.concentrate_sol
0.37
primary_cleaner.output.concentrate_ag
0.37
primary_cleaner.input.sulfate
0.35
rougher.input.feed_sol
0.31
primary_cleaner.output.concentrate_au
0.31
rougher.calculation.au_pb_ratio
-0.30
rougher.state.floatbank10_a_level
0.28
rougher.input.floatbank11_sulfate
0.27
rougher.input.floatbank10_sulfate
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0099999997764825
117
0.6%
0.0
108
0.6%
10.9521484375
6
<0.1%
14.2021484375
6
<0.1%
11.3271484375
6
<0.1%
9.0146484375
5
<0.1%
10.2021484375
4
<0.1%
9.5146484375
4
<0.1%
9.7021484375
3
<0.1%
10.5146484375
3
<0.1%
13.0146484375
3
<0.1%
14.5146484375
3
<0.1%
10.4521484375
3
<0.1%
12.8896484375
2
<0.1%
11.8896484375
2
<0.1%
SMALLEST VALUES
0.0
108
0.6%
0.0099999997764825
117
0.6%
0.0213565417627493
1
<0.1%
0.0458567976706047
1
<0.1%
0.0901324906722746
1
<0.1%
0.1353422723172439
1
<0.1%
0.1370068176380462
1
<0.1%
0.1480240874054531
1
<0.1%
0.2149270672433906
1
<0.1%
0.2379624193074594
1
<0.1%
0.247621360172828
1
<0.1%
0.2586588218766782
1
<0.1%
0.2651586365575592
1
<0.1%
0.3238689894684486
1
<0.1%
0.3337135252853234
1
<0.1%
LARGEST VALUES
17.081278497378033
1
<0.1%
16.877801191541884
1
<0.1%
16.660398118231033
1
<0.1%
16.51989642937978
1
<0.1%
16.36036101712121
1
<0.1%
16.34071238146888
1
<0.1%
16.325650382041932
1
<0.1%
16.321170714696247
1
<0.1%
16.313672507074145
1
<0.1%
16.252433278295733
1
<0.1%
16.203557121596404
1
<0.1%
16.187360694673327
1
<0.1%
16.172102740609812
1
<0.1%
16.154503055678475
1
<0.1%
16.154296875
1
<0.1%
primary_cleaner.output.concentrate_sol
MISSING:
370
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.concentrate_ag
0.72
rougher.input.feed_ag
0.55
final.output.tail_ag
0.53
rougher.input.feed_au
0.48
primary_cleaner.input.depressant
0.45
primary_cleaner.input.sulfate
0.41
rougher.input.floatbank10_xanthate
0.39
rougher.input.floatbank11_xanthate
0.38
primary_cleaner.output.concentrate_pb
0.37
primary_cleaner.output.tail_sol
0.36
final.output.concentrate_ag
0.33
final.output.tail_sol
0.32
primary_cleaner.input.xanthate
0.31
rougher.output.concentrate_ag
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0099999997764825
117
0.6%
0.0
108
0.6%
9.1396484375
6
<0.1%
10.3896484375
5
<0.1%
10.5771484375
5
<0.1%
11.3896484375
3
<0.1%
12.1396484375
2
<0.1%
18.43658840285407
2
<0.1%
16.279296875
2
<0.1%
16.779296875
2
<0.1%
7.16357421875
2
<0.1%
8.121825617909845
1
<0.1%
7.819189128345912
1
<0.1%
8.262893495824603
1
<0.1%
8.118155312538146
1
<0.1%
SMALLEST VALUES
0.0
108
0.6%
0.0099999997764825
117
0.6%
0.0164160881274276
1
<0.1%
0.0627996468298454
1
<0.1%
0.0676711361586219
1
<0.1%
0.0996221370798432
1
<0.1%
0.1120660540865113
1
<0.1%
0.1182435695806311
1
<0.1%
0.1212195366905588
1
<0.1%
0.1391961468673414
1
<0.1%
0.1623459072737849
1
<0.1%
0.1724211029145105
1
<0.1%
0.2407586801962719
1
<0.1%
0.2549870934645555
1
<0.1%
0.2876962911875712
1
<0.1%
LARGEST VALUES
22.458113959100512
1
<0.1%
22.28084523889753
1
<0.1%
22.21361895084381
1
<0.1%
21.85505827056037
1
<0.1%
21.810329598850675
1
<0.1%
21.441441663636105
1
<0.1%
21.425381317138672
1
<0.1%
21.279296875
1
<0.1%
21.11902640713586
1
<0.1%
21.02750351534949
1
<0.1%
20.929235219955444
1
<0.1%
20.89284034729004
1
<0.1%
20.845458894835573
1
<0.1%
20.817807279692754
1
<0.1%
20.812584942711727
1
<0.1%
primary_cleaner.output.concentrate_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.concentrate_pb
0.31
secondary_cleaner.state.floatbank4_b_air
-0.25
final.output.concentrate_au
0.24
secondary_cleaner.state.floatbank4_a_air
-0.23
rougher.input.feed_pb
-0.23
primary_cleaner.input.sulfate
-0.23
final.output.concentrate_ag
-0.20
primary_cleaner.input.xanthate
-0.19
rougher.input.feed_ag
-0.18
rougher.state.floatbank10_a_air
-0.18
primary_cleaner.output.concentrate_sol
0.17
rougher.state.floatbank10_d_air
0.16
rougher.state.floatbank10_a_level
-0.16
final.output.tail_ag
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0099999997764825
117
0.6%
0.0
108
0.6%
30.35080909729004
6
<0.1%
27.76546287536621
5
<0.1%
36.30643081665039
5
<0.1%
31.84748649597168
3
<0.1%
32.168624877929695
2
<0.1%
33.58134078979492
2
<0.1%
32.48030030448494
1
<0.1%
29.828821839007965
1
<0.1%
29.280615127148263
1
<0.1%
30.709626350239105
1
<0.1%
32.13354300293221
1
<0.1%
30.97728111249897
1
<0.1%
31.03420735785353
1
<0.1%
SMALLEST VALUES
0.0
108
0.6%
0.0099999997764825
117
0.6%
0.0565902522426202
1
<0.1%
0.1359194442624368
1
<0.1%
0.4398762263510273
1
<0.1%
0.5438130617034039
1
<0.1%
0.5670166333827221
1
<0.1%
0.7134264553747036
1
<0.1%
0.7378778847202193
1
<0.1%
0.9368142063188052
1
<0.1%
0.9422941884827905
1
<0.1%
0.9880343575496228
1
<0.1%
1.0046212913237913
1
<0.1%
1.2775505395571882
1
<0.1%
1.310690776834397
1
<0.1%
LARGEST VALUES
45.93393406158813
1
<0.1%
44.9592807065585
1
<0.1%
44.62632638078662
1
<0.1%
44.5503248745638
1
<0.1%
44.321981037829794
1
<0.1%
44.28005203734149
1
<0.1%
44.201701326146775
1
<0.1%
44.177984618834685
1
<0.1%
44.093393945982896
1
<0.1%
44.07112541479603
1
<0.1%
44.00920327195325
1
<0.1%
43.96446584036082
1
<0.1%
43.70429550792799
1
<0.1%
43.66540712088419
1
<0.1%
43.62394716024468
1
<0.1%
primary_cleaner.output.tail_ag
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.tail_pb
0.93
final.output.tail_ag
0.55
rougher.state.floatbank10_c_air
-0.52
rougher.state.floatbank10_d_air
-0.51
rougher.state.floatbank10_b_air
-0.48
secondary_cleaner.output.tail_ag
0.43
secondary_cleaner.output.tail_pb
0.42
rougher.state.floatbank10_b_level
-0.38
rougher.state.floatbank10_c_level
-0.38
rougher.state.floatbank10_e_level
-0.37
rougher.state.floatbank10_e_air
-0.37
rougher.state.floatbank10_d_level
-0.37
rougher.state.floatbank10_f_level
-0.37
rougher.input.feed_ag
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
124
0.6%
7.7773189544677725
11
<0.1%
12.923038482666016
6
<0.1%
18.671520233154297
5
<0.1%
22.146211624145508
3
<0.1%
15.297998428344728
2
<0.1%
19.571922302246094
2
<0.1%
14.70122528076172
2
<0.1%
17.533336639404293
2
<0.1%
13.863847627446182
1
<0.1%
14.073919810601684
1
<0.1%
13.704593307839794
1
<0.1%
7.024354433657986
1
<0.1%
13.955909861620617
1
<0.1%
14.011433501503172
1
<0.1%
SMALLEST VALUES
0.0
124
0.6%
0.2358191659232478
1
<0.1%
0.3684014689925243
1
<0.1%
0.4372593739412373
1
<0.1%
0.4756788513896834
1
<0.1%
0.5522736496807638
1
<0.1%
0.7106772330064106
1
<0.1%
0.7313111010243625
1
<0.1%
0.8722749689008763
1
<0.1%
1.1208997985126188
1
<0.1%
1.1349272488239837
1
<0.1%
1.3496598461702285
1
<0.1%
1.3966581747833615
1
<0.1%
1.398591308374016
1
<0.1%
1.525347638724836
1
<0.1%
LARGEST VALUES
29.459574626549838
1
<0.1%
29.2591489744054
1
<0.1%
29.15865773126548
1
<0.1%
29.08731601927543
1
<0.1%
29.07989296606001
1
<0.1%
29.04555944077183
1
<0.1%
28.95316502474252
1
<0.1%
28.92008407864085
1
<0.1%
28.888013206800213
1
<0.1%
28.88081418329623
1
<0.1%
28.844629737188484
1
<0.1%
28.763329700596188
1
<0.1%
28.730546844624573
1
<0.1%
28.684580948809195
1
<0.1%
28.68042214114996
1
<0.1%
primary_cleaner.output.tail_pb
MISSING:
21
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.tail_ag
0.93
rougher.state.floatbank10_d_air
-0.59
rougher.state.floatbank10_c_air
-0.59
final.output.tail_ag
0.56
rougher.state.floatbank10_b_air
-0.55
secondary_cleaner.output.tail_pb
0.53
rougher.input.feed_pb
0.51
rougher.state.floatbank10_b_level
-0.47
rougher.state.floatbank10_c_level
-0.46
rougher.state.floatbank10_e_level
-0.46
rougher.state.floatbank10_d_level
-0.46
rougher.state.floatbank10_f_level
-0.45
rougher.state.floatbank10_e_air
-0.45
rougher.state.floatbank10_f_air
-0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
124
0.6%
0.88763427734375
11
<0.1%
2.972412109375
6
<0.1%
4.25732421875
5
<0.1%
6.53857421875
3
<0.1%
3.659912109375
2
<0.1%
5.47607421875
2
<0.1%
3.722412109375
2
<0.1%
2.925537109375
2
<0.1%
2.640162320004569
1
<0.1%
2.7107708352804183
1
<0.1%
2.412769334581163
1
<0.1%
2.6005944485796824
1
<0.1%
1.2904575835727154
1
<0.1%
2.462251950502396
1
<0.1%
SMALLEST VALUES
0.0
124
0.6%
0.0495524530899193
1
<0.1%
0.0846811544512295
1
<0.1%
0.0897031322245796
1
<0.1%
0.0905179431403262
1
<0.1%
0.0931325746751907
1
<0.1%
0.0934218678168124
1
<0.1%
0.1342882782857244
1
<0.1%
0.1563631407709585
1
<0.1%
0.1630906742759462
1
<0.1%
0.1805425894267237
1
<0.1%
0.1910782078649046
1
<0.1%
0.2240064732802824
1
<0.1%
0.2535036686445689
1
<0.1%
0.2733169009339892
1
<0.1%
LARGEST VALUES
9.634564652972747
1
<0.1%
9.462320645650228
1
<0.1%
9.185113842752244
1
<0.1%
9.182567781077491
1
<0.1%
9.170981994469964
1
<0.1%
9.115165896945529
1
<0.1%
9.09017132335239
1
<0.1%
9.086757560041216
1
<0.1%
9.083748479949104
1
<0.1%
9.050808180703058
1
<0.1%
9.031646644539306
1
<0.1%
8.944329640070599
1
<0.1%
8.940834287537466
1
<0.1%
8.911600868437025
1
<0.1%
8.90240096304152
1
<0.1%
primary_cleaner.output.tail_sol
MISSING:
62
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.input.sulfate
0.50
final.output.tail_sol
0.48
rougher.input.feed_au
0.43
secondary_cleaner.output.tail_sol
0.40
final.output.concentrate_sol
0.40
primary_cleaner.output.concentrate_ag
0.39
rougher.input.feed_ag
0.39
primary_cleaner.output.concentrate_sol
0.36
rougher.input.floatbank11_sulfate
0.34
primary_cleaner.input.feed_size
0.34
secondary_cleaner.output.tail_pb
-0.33
rougher.input.feed_sol
0.32
rougher.input.floatbank10_sulfate
0.31
final.output.tail_au
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
124
0.6%
11.5146484375
11
<0.1%
10.5771484375
6
<0.1%
5.72607421875
5
<0.1%
4.63232421875
3
<0.1%
8.7646484375
2
<0.1%
4.91357421875
2
<0.1%
9.5771484375
2
<0.1%
9.4521484375
2
<0.1%
5.131213717990452
1
<0.1%
5.229215321938197
1
<0.1%
5.937819052272372
1
<0.1%
4.923837399085363
1
<0.1%
3.8260284075347912
1
<0.1%
5.569028831865225
1
<0.1%
SMALLEST VALUES
0.0
124
0.6%
0.0333033095676607
1
<0.1%
0.0742031429185428
1
<0.1%
0.1263097020605993
1
<0.1%
0.1794703748325506
1
<0.1%
0.2236886550025277
1
<0.1%
0.22374178483535
1
<0.1%
0.2485994639247656
1
<0.1%
0.2545246408838365
1
<0.1%
0.2890635145414206
1
<0.1%
0.2960603895441939
1
<0.1%
0.3145551897805288
1
<0.1%
0.3402134498385971
1
<0.1%
0.417996801916096
1
<0.1%
0.4337507712035181
1
<0.1%
LARGEST VALUES
22.276364269711905
1
<0.1%
20.942417424519856
1
<0.1%
20.620833011803526
1
<0.1%
18.405206003609205
1
<0.1%
18.08664028274516
1
<0.1%
17.369725721983446
1
<0.1%
16.999947286150935
1
<0.1%
16.827988721446854
1
<0.1%
16.27019298458679
1
<0.1%
16.19385615525974
1
<0.1%
16.022357691985864
1
<0.1%
15.958241049378286
1
<0.1%
15.352702968907025
1
<0.1%
15.255156021647982
1
<0.1%
15.078138601966202
1
<0.1%
primary_cleaner.output.tail_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.tail_au
0.63
secondary_cleaner.output.tail_au
0.52
rougher.output.tail_au
0.47
final.output.recovery
-0.39
rougher.output.tail_ag
0.36
rougher.input.feed_au
0.29
rougher.output.tail_sol
-0.27
rougher.output.tail_pb
0.27
secondary_cleaner.state.floatbank3_a_air
-0.27
secondary_cleaner.state.floatbank5_b_air
-0.26
secondary_cleaner.state.floatbank4_b_air
-0.26
secondary_cleaner.state.floatbank5_a_air
-0.26
secondary_cleaner.state.floatbank4_a_air
-0.25
secondary_cleaner.state.floatbank2_b_air
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
124
0.6%
6.367417812347412
11
<0.1%
3.769228219985962
6
<0.1%
2.5007400512695312
5
<0.1%
2.6151154041290283
3
<0.1%
3.2918305397033687
2
<0.1%
2.4294118881225586
2
<0.1%
4.0761237144470215
2
<0.1%
6.1516194343566895
2
<0.1%
3.5170164775089816
1
<0.1%
2.6566874210894342
1
<0.1%
2.8821641504340825
1
<0.1%
2.8082806997622125
1
<0.1%
2.8213038423710834
1
<0.1%
2.7301273548530447
1
<0.1%
SMALLEST VALUES
0.0
124
0.6%
0.0452692605669451
1
<0.1%
0.0520553122077419
1
<0.1%
0.056645799520417
1
<0.1%
0.1256447129517659
1
<0.1%
0.1274631669032815
1
<0.1%
0.1291889790795418
1
<0.1%
0.1447714451214899
1
<0.1%
0.1587906239443701
1
<0.1%
0.1960967034761931
1
<0.1%
0.1996717850886287
1
<0.1%
0.224065200852
1
<0.1%
0.2379312980260289
1
<0.1%
0.2545677166164448
1
<0.1%
0.2817557082634671
1
<0.1%
LARGEST VALUES
17.788924732139996
1
<0.1%
17.281571636283115
1
<0.1%
16.82601280164663
1
<0.1%
16.637763308155456
1
<0.1%
16.56324580247257
1
<0.1%
16.534402561463033
1
<0.1%
16.52526582502723
1
<0.1%
16.349499442159594
1
<0.1%
16.037557814014544
1
<0.1%
15.753198387224105
1
<0.1%
15.462902693517444
1
<0.1%
15.33249736964006
1
<0.1%
15.156998082819458
1
<0.1%
14.991243131945708
1
<0.1%
14.827297351259311
1
<0.1%
primary_cleaner.state.floatbank8_a_air
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_b_air
0.95
primary_cleaner.state.floatbank8_c_air
0.91
secondary_cleaner.state.floatbank4_a_air
0.55
secondary_cleaner.state.floatbank5_a_air
0.55
secondary_cleaner.state.floatbank4_b_air
0.52
secondary_cleaner.state.floatbank5_b_air
0.51
secondary_cleaner.state.floatbank3_a_air
0.47
primary_cleaner.state.floatbank8_d_air
0.38
secondary_cleaner.state.floatbank3_b_air
0.38
rougher.state.floatbank10_a_air
0.37
rougher.state.floatbank10_b_level
0.35
rougher.state.floatbank10_c_level
0.34
secondary_cleaner.state.floatbank6_a_air
0.34
rougher.state.floatbank10_f_level
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1601.86202445678
1
<0.1%
1570.5681833007736
1
<0.1%
1576.5393509308935
1
<0.1%
1587.0471662786622
1
<0.1%
1594.057097601208
1
<0.1%
1595.135146098257
1
<0.1%
1598.755891886634
1
<0.1%
1602.6683337389416
1
<0.1%
1602.3342429417228
1
<0.1%
1302.948438481036
1
<0.1%
1603.754284672124
1
<0.1%
1603.8614445272424
1
<0.1%
1599.5864304571917
1
<0.1%
1599.6266971048606
1
<0.1%
1600.8006381764887
1
<0.1%
SMALLEST VALUES
5.445860420839301e-32
1
<0.1%
7.805873763118452e-32
1
<0.1%
0.0063521546045497
1
<0.1%
0.0169931008686879
1
<0.1%
304.7881868750361
1
<0.1%
314.2411653408932
1
<0.1%
353.1303709075545
1
<0.1%
412.6292430474759
1
<0.1%
531.9262217759247
1
<0.1%
1011.5332023557384
1
<0.1%
1076.9841454893042
1
<0.1%
1098.5839554228903
1
<0.1%
1098.692658391491
1
<0.1%
1098.756336496074
1
<0.1%
1098.8514331935137
1
<0.1%
LARGEST VALUES
2103.103580478902
1
<0.1%
2098.6154586231005
1
<0.1%
2079.5313399677634
1
<0.1%
2077.513090801688
1
<0.1%
2074.29618268432
1
<0.1%
2073.03791678927
1
<0.1%
2072.425057035862
1
<0.1%
2069.878620108876
1
<0.1%
2061.9034889295194
1
<0.1%
2059.081018569218
1
<0.1%
2058.9942771102446
1
<0.1%
2054.9518203507955
1
<0.1%
2052.6234737769923
1
<0.1%
2039.422413358466
1
<0.1%
1927.484997636352
1
<0.1%
primary_cleaner.state.floatbank8_a_level
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_c_level
0.94
primary_cleaner.state.floatbank8_b_level
0.85
primary_cleaner.state.floatbank8_d_level
0.66
primary_cleaner.state.floatbank8_d_air
-0.36
rougher.state.floatbank10_f_air
0.27
secondary_cleaner.state.floatbank2_b_air
0.24
rougher.state.floatbank10_e_air
0.23
final.output.tail_sol
0.21
secondary_cleaner.state.floatbank3_b_air
0.19
secondary_cleaner.state.floatbank2_a_air
0.18
rougher.state.floatbank10_d_air
0.18
primary_cleaner.state.floatbank8_a_air
0.18
final.output.tail_ag
0.18
secondary_cleaner.state.floatbank2_a_level
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-498.9121398925781
1
<0.1%
-501.56307475367447
1
<0.1%
-498.3174412784414
1
<0.1%
-498.87098058241935
1
<0.1%
-499.0788697027839
1
<0.1%
-509.2256333858172
1
<0.1%
-495.6791118264605
1
<0.1%
-497.5734812530517
1
<0.1%
-498.4838265846479
1
<0.1%
-503.7900978322292
1
<0.1%
-498.3132927739928
1
<0.1%
-502.9323435407395
1
<0.1%
-500.76491487615135
1
<0.1%
-497.0367440787298
1
<0.1%
-504.3785828493482
1
<0.1%
SMALLEST VALUES
-798.641661561005
1
<0.1%
-798.5771111121871
1
<0.1%
-798.5125606633694
1
<0.1%
-797.7275036314313
1
<0.1%
-795.3163374472298
1
<0.1%
-794.9815894490278
1
<0.1%
-794.8390958782779
1
<0.1%
-783.4485507166771
1
<0.1%
-782.5052677993901
1
<0.1%
-782.1951065743489
1
<0.1%
-773.2193187999414
1
<0.1%
-657.6598710699473
1
<0.1%
-653.4775775006775
1
<0.1%
-649.2116717923858
1
<0.1%
-642.8201796047845
1
<0.1%
LARGEST VALUES
-57.195403577578496
1
<0.1%
-189.6968780424297
1
<0.1%
-282.9884434414125
1
<0.1%
-330.13420267663867
1
<0.1%
-347.04056268175384
1
<0.1%
-347.0745264650224
1
<0.1%
-347.2083371975389
1
<0.1%
-347.4710961805949
1
<0.1%
-347.5818652616172
1
<0.1%
-347.8068669367158
1
<0.1%
-348.1782004413664
1
<0.1%
-348.3129259669838
1
<0.1%
-348.4042148643165
1
<0.1%
-348.4517763509024
1
<0.1%
-348.45567338332137
1
<0.1%
primary_cleaner.state.floatbank8_b_air
MISSING:
4
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_a_air
0.95
primary_cleaner.state.floatbank8_c_air
0.92
secondary_cleaner.state.floatbank5_a_air
0.54
secondary_cleaner.state.floatbank4_a_air
0.54
secondary_cleaner.state.floatbank4_b_air
0.51
secondary_cleaner.state.floatbank5_b_air
0.50
secondary_cleaner.state.floatbank3_a_air
0.46
primary_cleaner.state.floatbank8_d_air
0.39
rougher.state.floatbank10_a_air
0.39
secondary_cleaner.state.floatbank3_b_air
0.38
rougher.state.floatbank10_b_level
0.35
secondary_cleaner.state.floatbank6_a_air
0.35
rougher.state.floatbank10_f_level
0.34
rougher.state.floatbank10_e_level
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1600.843036925807
1
<0.1%
1601.5803515534617
1
<0.1%
1602.9770038525196
1
<0.1%
1600.450947936777
1
<0.1%
1597.4340732458136
1
<0.1%
1597.9664672761112
1
<0.1%
1596.7396225796156
1
<0.1%
1598.5812828979708
1
<0.1%
1600.853743752204
1
<0.1%
1306.0738387153615
1
<0.1%
1599.3243609336414
1
<0.1%
1595.4239396247824
1
<0.1%
1600.9103085183176
1
<0.1%
1598.918795728866
1
<0.1%
1600.6459363596964
1
<0.1%
SMALLEST VALUES
6.647490353497346e-32
1
<0.1%
9.528240999785091e-32
1
<0.1%
0.0087004158447526
1
<0.1%
0.0232751016392952
1
<0.1%
306.00511007672907
1
<0.1%
319.9594894518599
1
<0.1%
354.6484710961233
1
<0.1%
413.7032526791906
1
<0.1%
545.9915441242508
1
<0.1%
1012.9339631418824
1
<0.1%
1073.9760044232928
1
<0.1%
1097.0573394780736
1
<0.1%
1097.213703258724
1
<0.1%
1097.38380398895
1
<0.1%
1097.5995451140132
1
<0.1%
LARGEST VALUES
2114.906758005358
1
<0.1%
1900.8259381704368
1
<0.1%
1900.007037704948
1
<0.1%
1846.4468933434264
1
<0.1%
1825.491263376276
1
<0.1%
1823.922970430076
1
<0.1%
1823.3057714321228
1
<0.1%
1820.750207946642
1
<0.1%
1815.0373029130049
1
<0.1%
1813.556958835832
1
<0.1%
1813.0836709444416
1
<0.1%
1812.275077315885
1
<0.1%
1809.4491208635384
1
<0.1%
1808.1502103750288
1
<0.1%
1807.540129496541
1
<0.1%
primary_cleaner.state.floatbank8_b_level
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_a_level
0.85
primary_cleaner.state.floatbank8_c_level
0.83
primary_cleaner.state.floatbank8_d_level
0.61
primary_cleaner.state.floatbank8_d_air
-0.36
rougher.state.floatbank10_f_air
0.26
rougher.state.floatbank10_e_air
0.22
secondary_cleaner.state.floatbank2_b_air
0.22
final.output.tail_sol
0.21
rougher.state.floatbank10_d_air
0.19
secondary_cleaner.state.floatbank3_b_air
0.18
secondary_cleaner.state.floatbank3_b_level
0.18
final.output.tail_ag
0.17
rougher.state.floatbank10_b_air
0.16
secondary_cleaner.state.floatbank2_a_air
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-516.4034423828125
1
<0.1%
-499.1125680364506
1
<0.1%
-503.5285399629331
1
<0.1%
-502.2535950256363
1
<0.1%
-500.7987665851283
1
<0.1%
-475.3235422774217
1
<0.1%
-514.8067959281605
1
<0.1%
-507.22985565247217
1
<0.1%
-496.9352246190229
1
<0.1%
-494.5619012226836
1
<0.1%
-504.5147006257213
1
<0.1%
-494.281262523935
1
<0.1%
-496.0331069805149
1
<0.1%
-505.88148857385374
1
<0.1%
-488.5784337074888
1
<0.1%
SMALLEST VALUES
-799.9970152980376
1
<0.1%
-799.9966586493301
1
<0.1%
-799.9963020006227
1
<0.1%
-799.9959453519153
1
<0.1%
-799.9955887032079
1
<0.1%
-799.9952320545004
1
<0.1%
-799.9501031535248
1
<0.1%
-799.8159186009602
1
<0.1%
-799.7549416399602
1
<0.1%
-799.5788812482448
1
<0.1%
-799.4028208565293
1
<0.1%
-799.2618030831972
1
<0.1%
-799.2607878135428
1
<0.1%
-799.2267604644408
1
<0.1%
-799.0507000723521
1
<0.1%
LARGEST VALUES
-142.52722919130937
1
<0.1%
-238.8071017482472
1
<0.1%
-246.0478329748076
1
<0.1%
-339.7515245230636
1
<0.1%
-341.6600856955981
1
<0.1%
-347.3543797848756
1
<0.1%
-347.5353085308301
1
<0.1%
-347.798023971647
1
<0.1%
-348.4281708960341
1
<0.1%
-348.4282148476091
1
<0.1%
-348.5058783507465
1
<0.1%
-348.54151202833054
1
<0.1%
-348.58628408287615
1
<0.1%
-348.5999473152417
1
<0.1%
-348.60147837652954
1
<0.1%
primary_cleaner.state.floatbank8_c_air
MISSING:
2
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_b_air
0.92
primary_cleaner.state.floatbank8_a_air
0.91
secondary_cleaner.state.floatbank5_a_air
0.58
secondary_cleaner.state.floatbank4_a_air
0.57
secondary_cleaner.state.floatbank5_b_air
0.56
secondary_cleaner.state.floatbank4_b_air
0.55
secondary_cleaner.state.floatbank3_a_air
0.49
secondary_cleaner.state.floatbank3_b_air
0.40
primary_cleaner.state.floatbank8_d_air
0.39
rougher.state.floatbank10_a_air
0.37
secondary_cleaner.state.floatbank6_a_air
0.35
secondary_cleaner.state.floatbank2_b_air
0.34
rougher.state.floatbank10_b_level
0.34
rougher.state.floatbank10_f_level
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1602.2115779211206
1
<0.1%
1602.1003509825198
1
<0.1%
1601.7792332821
1
<0.1%
1602.9705518989208
1
<0.1%
1596.978276171462
1
<0.1%
1597.6167746284707
1
<0.1%
1601.0564119842306
1
<0.1%
1602.0733543805873
1
<0.1%
1601.3531519825824
1
<0.1%
1301.3687476129462
1
<0.1%
1598.4709160444918
1
<0.1%
1599.7825633476214
1
<0.1%
1601.807248109093
1
<0.1%
1603.8915632409546
1
<0.1%
1602.5236468148562
1
<0.1%
SMALLEST VALUES
4.033735633025402e-32
1
<0.1%
5.781791803679082e-32
1
<0.1%
0.0151588211591271
1
<0.1%
0.040552441343752
1
<0.1%
1.4210987163136506
1
<0.1%
212.0354170417973
1
<0.1%
273.53682269695565
1
<0.1%
292.6472714626439
1
<0.1%
304.510642292813
1
<0.1%
354.8858066600458
1
<0.1%
437.6941927099112
1
<0.1%
441.6042602754624
1
<0.1%
510.6309499247712
1
<0.1%
575.3312350343192
1
<0.1%
956.2327636019188
1
<0.1%
LARGEST VALUES
2013.1564570712965
1
<0.1%
1987.2394606253977
1
<0.1%
1867.634284022246
1
<0.1%
1847.621931843952
1
<0.1%
1842.0408170909348
1
<0.1%
1841.8480663173905
1
<0.1%
1840.6059123567863
1
<0.1%
1839.9281811124488
1
<0.1%
1839.456117171046
1
<0.1%
1839.434867692267
1
<0.1%
1839.064387415346
1
<0.1%
1838.9812878108744
1
<0.1%
1838.3097527813627
1
<0.1%
1838.2208397075717
1
<0.1%
1838.1893922682293
1
<0.1%
primary_cleaner.state.floatbank8_c_level
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_a_level
0.94
primary_cleaner.state.floatbank8_b_level
0.83
primary_cleaner.state.floatbank8_d_level
0.66
primary_cleaner.state.floatbank8_d_air
-0.36
rougher.state.floatbank10_f_air
0.27
rougher.state.floatbank10_e_air
0.24
secondary_cleaner.state.floatbank2_b_air
0.23
final.output.tail_sol
0.21
rougher.state.floatbank10_d_air
0.19
final.output.tail_ag
0.19
primary_cleaner.state.floatbank8_a_air
0.18
secondary_cleaner.state.floatbank3_b_air
0.18
secondary_cleaner.state.floatbank2_a_level
0.17
rougher.state.floatbank10_b_air
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-498.6665954589844
1
<0.1%
-500.5305661610984
1
<0.1%
-499.3722080083178
1
<0.1%
-500.0304044464632
1
<0.1%
-501.54455304998817
1
<0.1%
-501.2420945044408
1
<0.1%
-499.54071330319823
1
<0.1%
-500.4739023256452
1
<0.1%
-500.03850533801386
1
<0.1%
-499.3491339239208
1
<0.1%
-500.1405484719607
1
<0.1%
-498.63142222550886
1
<0.1%
-501.1114395636504
1
<0.1%
-499.94823482646
1
<0.1%
-500.0229240093926
1
<0.1%
SMALLEST VALUES
-799.9605712890625
1
<0.1%
-799.9429007081732
1
<0.1%
-799.9293704833788
1
<0.1%
-799.8030728238956
1
<0.1%
-799.7878149535719
1
<0.1%
-799.7190886191397
1
<0.1%
-799.6817349164778
1
<0.1%
-799.5603970090604
1
<0.1%
-799.4390591016429
1
<0.1%
-799.3177211942253
1
<0.1%
-799.1963832868078
1
<0.1%
-799.0750453793903
1
<0.1%
-799.0021800034398
1
<0.1%
-790.7157332697943
1
<0.1%
-786.2602566707968
1
<0.1%
LARGEST VALUES
-150.93703496431226
1
<0.1%
-229.33851987059705
1
<0.1%
-290.84540390939355
1
<0.1%
-346.6534498040401
1
<0.1%
-346.79221608880823
1
<0.1%
-347.2576934103438
1
<0.1%
-347.33376452913626
1
<0.1%
-347.4470955530249
1
<0.1%
-348.01878114165453
1
<0.1%
-348.0544080351456
1
<0.1%
-348.2166380861551
1
<0.1%
-348.2408103074318
1
<0.1%
-348.36062632857755
1
<0.1%
-348.39048701592736
1
<0.1%
-348.4681098125636
1
<0.1%
primary_cleaner.state.floatbank8_d_air
MISSING:
3
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_b_air
0.39
primary_cleaner.state.floatbank8_c_air
0.39
primary_cleaner.state.floatbank8_a_air
0.38
secondary_cleaner.state.floatbank4_a_air
0.36
primary_cleaner.state.floatbank8_a_level
-0.36
primary_cleaner.state.floatbank8_c_level
-0.36
primary_cleaner.state.floatbank8_b_level
-0.36
primary_cleaner.state.floatbank8_d_level
-0.33
rougher.state.floatbank10_a_level
0.30
secondary_cleaner.state.floatbank4_b_air
0.29
secondary_cleaner.state.floatbank5_a_air
0.28
final.output.tail_sol
-0.28
secondary_cleaner.state.floatbank5_b_air
0.25
rougher.state.floatbank10_a_air
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1601.2759220784358
1
<0.1%
1600.424698091968
1
<0.1%
1599.5862577578248
1
<0.1%
1598.9609279559338
1
<0.1%
1599.4391428672693
1
<0.1%
1599.352655312557
1
<0.1%
1598.3117854043803
1
<0.1%
1600.1945613887976
1
<0.1%
1600.9236933030918
1
<0.1%
1291.8944147009038
1
<0.1%
1599.138318147377
1
<0.1%
1600.6468110575531
1
<0.1%
1599.6913747401306
1
<0.1%
1601.1730567998206
1
<0.1%
1600.1874966443963
1
<0.1%
SMALLEST VALUES
4.039219625523283e-32
1
<0.1%
5.789652334403031e-32
1
<0.1%
0.0086546087844756
1
<0.1%
0.0231525599122365
1
<0.1%
131.32167192359498
1
<0.1%
277.94961053474736
1
<0.1%
283.5996125628723
1
<0.1%
352.9997739813083
1
<0.1%
469.9573846785328
1
<0.1%
514.6497545429899
1
<0.1%
523.3482188143406
1
<0.1%
533.5731012016429
1
<0.1%
544.4345417396469
1
<0.1%
544.7458839693641
1
<0.1%
546.5766064178706
1
<0.1%
LARGEST VALUES
2398.903635360293
1
<0.1%
2398.891372208825
1
<0.1%
2398.888372885701
1
<0.1%
2398.882674666427
1
<0.1%
2398.8796324817417
1
<0.1%
2398.877266069705
1
<0.1%
2398.876913079724
1
<0.1%
2398.8710789591096
1
<0.1%
2398.870892663441
1
<0.1%
2398.869515140161
1
<0.1%
2398.857332038663
1
<0.1%
2398.8565201627325
1
<0.1%
2398.855072539016
1
<0.1%
2398.854690565262
1
<0.1%
2398.8533713875504
1
<0.1%
primary_cleaner.state.floatbank8_d_level
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.state.floatbank8_a_level
0.66
primary_cleaner.state.floatbank8_c_level
0.66
primary_cleaner.state.floatbank8_b_level
0.61
primary_cleaner.state.floatbank8_d_air
-0.33
rougher.state.floatbank10_f_air
0.26
rougher.state.floatbank10_e_air
0.23
secondary_cleaner.state.floatbank2_b_air
0.20
rougher.state.floatbank10_d_air
0.18
secondary_cleaner.state.floatbank2_a_air
0.16
final.output.concentrate_sol
-0.16
rougher.state.floatbank10_b_air
0.15
final.output.tail_sol
0.15
secondary_cleaner.state.floatbank2_a_level
0.13
secondary_cleaner.state.floatbank6_a_level
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-493.4281311035156
1
<0.1%
-500.2448091275778
1
<0.1%
-500.41798417339766
1
<0.1%
-500.0424512147899
1
<0.1%
-499.63536235860016
1
<0.1%
-498.9970817558713
1
<0.1%
-501.08019973933983
1
<0.1%
-500.0277396783165
1
<0.1%
-499.9497946240028
1
<0.1%
-499.6704303526837
1
<0.1%
-500.7435611286064
1
<0.1%
-500.6530438997897
1
<0.1%
-499.05984024525503
1
<0.1%
-500.3770579522869
1
<0.1%
-499.5726822019082
1
<0.1%
SMALLEST VALUES
-799.7942504882812
1
<0.1%
-799.7916183436513
1
<0.1%
-799.7885975345242
1
<0.1%
-799.7767704580797
1
<0.1%
-799.7616406430562
1
<0.1%
-799.7613692799283
1
<0.1%
-799.7610979168003
1
<0.1%
-799.7601109880252
1
<0.1%
-799.7600124642886
1
<0.1%
-799.697286393684
1
<0.1%
-799.6514824350808
1
<0.1%
-799.4804468856166
1
<0.1%
-798.9684673934192
1
<0.1%
-798.9139001499814
1
<0.1%
-798.8879562789315
1
<0.1%
LARGEST VALUES
-30.60182764875876
1
<0.1%
-40.02717625323836
1
<0.1%
-66.37716919486778
1
<0.1%
-107.59509931752136
1
<0.1%
-114.78048526405011
1
<0.1%
-114.89261770197407
1
<0.1%
-126.99003286137062
1
<0.1%
-131.86758476470172
1
<0.1%
-137.89169961785194
1
<0.1%
-143.97904870955108
1
<0.1%
-150.7869733549774
1
<0.1%
-151.5375232983337
1
<0.1%
-153.07903498722783
1
<0.1%
-154.93755165348813
1
<0.1%
-155.02814470846317
1
<0.1%
rougher.calculation.sulfate_to_au_concentrate
MISSING:
2
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_a_air
-0.02
secondary_cleaner.output.tail_sol
-0.02
secondary_cleaner.state.floatbank3_a_air
-0.02
rougher.output.tail_ag
-0.02
primary_cleaner.output.tail_sol
-0.02
final.output.concentrate_sol
-0.02
primary_cleaner.output.concentrate_ag
-0.01
secondary_cleaner.state.floatbank4_a_level
-0.01
final.output.concentrate_ag
-0.01
secondary_cleaner.state.floatbank3_a_level
-0.01
rougher.output.tail_sol
-0.01
rougher.input.feed_ag
-0.01
final.output.tail_ag
-0.01
secondary_cleaner.output.tail_pb
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
48190.90832284862
1
<0.1%
48009.86664632253
1
<0.1%
47833.75077866953
1
<0.1%
47592.64860527553
1
<0.1%
47766.60773152125
1
<0.1%
48049.23205754713
1
<0.1%
47827.11174013684
1
<0.1%
48012.52191992495
1
<0.1%
47988.84579988528
1
<0.1%
47102.922322766455
1
<0.1%
48121.53334097741
1
<0.1%
48201.8951712178
1
<0.1%
47992.22646319155
1
<0.1%
47975.94345864289
1
<0.1%
48121.47353738807
1
<0.1%
SMALLEST VALUES
-42235197.36918358
1
<0.1%
-15488584.029689554
1
<0.1%
-720644.2627132577
1
<0.1%
-398508.96702682064
1
<0.1%
-49995.96307034783
1
<0.1%
-38982.58983469192
1
<0.1%
-26651.14842220705
1
<0.1%
-17042.778426332185
1
<0.1%
-13445.083790697474
1
<0.1%
-5601.81181596495
1
<0.1%
-3636.447388218408
1
<0.1%
-3298.7309133519025
1
<0.1%
-3278.0307666037543
1
<0.1%
-2793.0187564622115
1
<0.1%
-2682.273804008522
1
<0.1%
LARGEST VALUES
3428098.9389996207
1
<0.1%
1208360.6222556017
1
<0.1%
782969.7723556889
1
<0.1%
715402.4810439226
1
<0.1%
359762.80095044425
1
<0.1%
258854.991986519
1
<0.1%
234926.4591889993
1
<0.1%
229457.5832635373
1
<0.1%
223708.8019721965
1
<0.1%
208075.35465893155
1
<0.1%
206622.6032126236
1
<0.1%
201434.9960528577
1
<0.1%
195680.38097113188
1
<0.1%
163036.06586057082
1
<0.1%
153798.03723682842
1
<0.1%
rougher.calculation.floatbank10_sulfate_to_au_feed
MISSING:
2
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.calculation.floatbank11_sulfate_to_au_feed
0.97
secondary_cleaner.output.tail_sol
-0.15
rougher.input.floatbank10_sulfate
0.10
rougher.input.floatbank11_xanthate
-0.09
primary_cleaner.output.concentrate_sol
-0.09
primary_cleaner.input.sulfate
-0.09
secondary_cleaner.state.floatbank4_b_level
0.08
final.output.tail_ag
-0.08
rougher.state.floatbank10_d_level
0.08
rougher.state.floatbank10_c_level
0.08
rougher.input.floatbank10_xanthate
-0.08
rougher.state.floatbank10_f_level
0.08
rougher.state.floatbank10_b_level
0.07
rougher.input.feed_ag
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
4774.574155101876
1
<0.1%
3700.529501759713
1
<0.1%
3788.585470969923
1
<0.1%
3871.495248176551
1
<0.1%
4364.782907527761
1
<0.1%
4750.878721303293
1
<0.1%
4561.093342553844
1
<0.1%
4864.804669542179
1
<0.1%
4620.414766182696
1
<0.1%
5036.007358258377
1
<0.1%
4682.43969628108
1
<0.1%
4532.794094485323
1
<0.1%
4130.173533113795
1
<0.1%
4171.324327840131
1
<0.1%
4227.401354369615
1
<0.1%
SMALLEST VALUES
-486.5986753054797
1
<0.1%
-186.07762224607467
1
<0.1%
-148.00225055664296
1
<0.1%
-33.06517024107135
1
<0.1%
-32.33698941101107
1
<0.1%
-30.022327409594105
1
<0.1%
-29.893123639922127
1
<0.1%
-28.84100694142677
1
<0.1%
-28.300285397783533
1
<0.1%
-27.96418337099373
1
<0.1%
-27.9402374756712
1
<0.1%
-27.3330123973776
1
<0.1%
-16.078463917903854
1
<0.1%
-14.639613717392704
1
<0.1%
-12.348006529308154
1
<0.1%
LARGEST VALUES
629638.9779140438
1
<0.1%
234425.8597269421
1
<0.1%
20960.01223887307
1
<0.1%
20450.36730738653
1
<0.1%
19213.716053278134
1
<0.1%
18035.54526873936
1
<0.1%
17174.958206914587
1
<0.1%
16821.247990615226
1
<0.1%
16572.99461049704
1
<0.1%
16259.29072427132
1
<0.1%
16064.82570586726
1
<0.1%
15069.644363983374
1
<0.1%
15027.133462561207
1
<0.1%
15019.298962566534
1
<0.1%
15018.734789041851
1
<0.1%
rougher.calculation.floatbank11_sulfate_to_au_feed
MISSING:
2
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.calculation.floatbank10_sulfate_to_au_feed
0.97
rougher.input.floatbank11_sulfate
0.10
rougher.input.feed_au
-0.07
rougher.input.floatbank10_xanthate
-0.07
rougher.input.feed_ag
-0.07
final.output.tail_ag
-0.06
rougher.input.floatbank11_xanthate
-0.06
primary_cleaner.output.concentrate_sol
-0.06
rougher.input.floatbank10_sulfate
0.05
primary_cleaner.output.concentrate_ag
-0.05
secondary_cleaner.state.floatbank4_b_level
0.05
rougher.output.concentrate_ag
-0.05
secondary_cleaner.output.tail_au
0.05
final.output.recovery
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
4774.702741317175
1
<0.1%
3700.5084506590742
1
<0.1%
3787.621022898219
1
<0.1%
3873.321903347084
1
<0.1%
4364.819051837733
1
<0.1%
4751.741592784689
1
<0.1%
4561.884642878233
1
<0.1%
4864.242632810479
1
<0.1%
4620.668010137159
1
<0.1%
5035.751205151491
1
<0.1%
4682.382490477537
1
<0.1%
4533.314671156709
1
<0.1%
4129.096295778189
1
<0.1%
4172.405590958497
1
<0.1%
4227.2735965643
1
<0.1%
SMALLEST VALUES
-264.9827850134316
1
<0.1%
-97.90420177352816
1
<0.1%
-94.42628488216695
1
<0.1%
-21.317551319503902
1
<0.1%
-4.111731697255549
1
<0.1%
-3.5412006408273378
1
<0.1%
-2.38306104574238
1
<0.1%
-2.2960507664968413
1
<0.1%
-2.2131212716681885
1
<0.1%
-1.833085945966404
1
<0.1%
-1.571930932874937
1
<0.1%
-1.4007964470802938
1
<0.1%
-1.309532247192886
1
<0.1%
-1.182256616749742
1
<0.1%
-1.1512940219457857
1
<0.1%
LARGEST VALUES
718684.9558548755
1
<0.1%
337629.41766815697
1
<0.1%
29105.60671006433
1
<0.1%
20865.828788800583
1
<0.1%
19812.08733987985
1
<0.1%
19214.056617088063
1
<0.1%
14471.521156804309
1
<0.1%
13423.073400488534
1
<0.1%
13273.229185354554
1
<0.1%
13043.149053742314
1
<0.1%
12814.303454143592
1
<0.1%
12575.290652479236
1
<0.1%
12374.204411704204
1
<0.1%
12231.101113761692
1
<0.1%
12157.872821466346
1
<0.1%
rougher.calculation.au_pb_ratio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_pb
-0.54
final.output.tail_pb
-0.45
rougher.output.concentrate_pb
-0.44
final.output.concentrate_pb
-0.39
secondary_cleaner.output.tail_pb
-0.38
rougher.state.floatbank10_a_level
-0.32
primary_cleaner.output.concentrate_pb
-0.30
rougher.output.tail_sol
0.27
primary_cleaner.output.tail_pb
-0.23
secondary_cleaner.output.tail_sol
0.22
rougher.output.concentrate_ag
0.21
rougher.state.floatbank10_d_air
0.21
primary_cleaner.output.tail_sol
0.20
primary_cleaner.input.feed_size
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1.9326807875429288
10
<0.1%
1.773637889948007
6
<0.1%
1.690584987341312
5
<0.1%
1.0
5
<0.1%
2.025583579314256
5
<0.1%
1.1240567627057791
3
<0.1%
2.584714728018477
2
<0.1%
2.148173783203301
2
<0.1%
2.085449409324705
1
<0.1%
2.8415017972243364
1
<0.1%
2.625287483096196
1
<0.1%
2.072654220774154
1
<0.1%
2.838686775430068
1
<0.1%
2.070878177161372
1
<0.1%
2.0905313418727056
1
<0.1%
SMALLEST VALUES
-0.0105476129695348
1
<0.1%
-0.0056862917912192
1
<0.1%
-0.0055522329860029
1
<0.1%
-0.0048681923782526
1
<0.1%
-0.0039149953315745
1
<0.1%
-0.0025133710704849
1
<0.1%
-0.0016094012790467
1
<0.1%
-0.0015652688992182
1
<0.1%
-0.0015048925984927
1
<0.1%
-0.0013717835781327
1
<0.1%
-0.001058335335669
1
<0.1%
-0.0010165110078627
1
<0.1%
-0.0009452505583122
1
<0.1%
-0.0009032479049669
1
<0.1%
-0.0008521958675209
1
<0.1%
LARGEST VALUES
39.37927198484917
1
<0.1%
27.231373960155054
1
<0.1%
20.47035705309204
1
<0.1%
19.4103947073726
1
<0.1%
17.664707860435296
1
<0.1%
17.44595725279031
1
<0.1%
16.75007915708135
1
<0.1%
15.63413646198932
1
<0.1%
15.465471502080202
1
<0.1%
14.495362157580654
1
<0.1%
13.974453473676766
1
<0.1%
12.99025480722831
1
<0.1%
12.968923107523244
1
<0.1%
12.538284713384106
1
<0.1%
12.22088371264272
1
<0.1%
rougher.input.feed_ag
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_au
0.85
final.output.tail_ag
0.78
primary_cleaner.output.concentrate_sol
0.55
primary_cleaner.output.concentrate_ag
0.55
primary_cleaner.input.sulfate
0.51
rougher.output.concentrate_ag
0.50
final.output.tail_au
0.50
rougher.input.feed_pb
0.50
final.output.concentrate_sol
0.48
rougher.output.tail_ag
0.48
primary_cleaner.input.depressant
0.47
final.output.concentrate_ag
0.46
primary_cleaner.output.tail_sol
0.39
primary_cleaner.output.tail_pb
0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
7.973955154418945
10
<0.1%
5.753713130950928
6
<0.1%
7.061727523803711
5
<0.1%
0.0099999997764825
5
<0.1%
8.364123344421388
5
<0.1%
6.773406028747559
3
<0.1%
10.570294380187988
2
<0.1%
11.450708389282228
2
<0.1%
5.568438437564014
1
<0.1%
3.737543361858661
1
<0.1%
8.091401628766128
1
<0.1%
5.847336947564796
1
<0.1%
6.100378036499023
1
<0.1%
5.353098563524517
1
<0.1%
5.3877874385294815
1
<0.1%
SMALLEST VALUES
0.0099999997764825
5
<0.1%
0.5684411845052392
1
<0.1%
1.0156763709019287
1
<0.1%
1.1067579028686303
1
<0.1%
1.1169297288576123
1
<0.1%
1.226494222490582
1
<0.1%
1.6127453067613151
1
<0.1%
1.778220567399318
1
<0.1%
1.9549707798088485
1
<0.1%
2.1735182187868407
1
<0.1%
2.2156882574568586
1
<0.1%
2.2766824591977355
1
<0.1%
2.3748261555701737
1
<0.1%
2.482556903840329
1
<0.1%
2.6674436176439693
1
<0.1%
LARGEST VALUES
14.596025956842716
1
<0.1%
14.533697585555911
1
<0.1%
14.450686921722946
1
<0.1%
14.406130170844891
1
<0.1%
14.4052011667771
1
<0.1%
14.293675668977391
1
<0.1%
14.25544418091887
1
<0.1%
14.239991147862526
1
<0.1%
14.201605676954038
1
<0.1%
14.142641583814216
1
<0.1%
14.119492782450369
1
<0.1%
14.088550082637322
1
<0.1%
14.07338228049024
1
<0.1%
14.060042069712368
1
<0.1%
14.011162555761356
1
<0.1%
rougher.input.feed_pb
MISSING:
100
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
final.output.tail_pb
0.77
rougher.input.feed_au
0.69
rougher.calculation.au_pb_ratio
-0.54
primary_cleaner.input.sulfate
0.51
primary_cleaner.output.tail_pb
0.51
rougher.input.feed_ag
0.50
final.output.tail_au
0.46
primary_cleaner.output.concentrate_pb
0.46
rougher.output.concentrate_pb
0.46
rougher.output.tail_sol
-0.42
final.output.tail_ag
0.40
rougher.state.floatbank10_e_air
-0.35
primary_cleaner.output.tail_ag
0.35
rougher.state.floatbank10_d_air
-0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
3.909912109375
11
<0.1%
4.22607421875
6
<0.1%
5.03857421875
6
<0.1%
0.0099999997764825
5
<0.1%
5.69482421875
5
<0.1%
3.659912109375
5
<0.1%
4.35107421875
3
<0.1%
5.31982421875
2
<0.1%
4.41357421875
2
<0.1%
3.831787109375
2
<0.1%
4.28857421875
2
<0.1%
5.41357421875
2
<0.1%
4.143869058861294
1
<0.1%
3.843718111813069
1
<0.1%
3.8172220312886767
1
<0.1%
SMALLEST VALUES
0.0099999997764825
5
<0.1%
0.088552105876491
1
<0.1%
0.1258894983180087
1
<0.1%
0.1287273880993921
1
<0.1%
0.1576860356029162
1
<0.1%
0.1669021193491062
1
<0.1%
0.2075222270935046
1
<0.1%
0.2507154502351566
1
<0.1%
0.2736769164379714
1
<0.1%
0.2757378229344936
1
<0.1%
0.3008163608394615
1
<0.1%
0.3159800099735407
1
<0.1%
0.3187174870338317
1
<0.1%
0.3281345496692423
1
<0.1%
0.3291524634013573
1
<0.1%
LARGEST VALUES
7.142594103283352
1
<0.1%
7.05232490989897
1
<0.1%
6.9119473446740045
1
<0.1%
6.905684239202076
1
<0.1%
6.877719056871202
1
<0.1%
6.844690920379428
1
<0.1%
6.834732673893647
1
<0.1%
6.833610148164961
1
<0.1%
6.815400484535428
1
<0.1%
6.808436933755875
1
<0.1%
6.7641057172086505
1
<0.1%
6.748953769604366
1
<0.1%
6.738466039498648
1
<0.1%
6.727352470227827
1
<0.1%
6.723203307522668
1
<0.1%
rougher.input.feed_rate
MISSING:
11
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_sol
0.62
rougher.input.floatbank10_xanthate
0.60
rougher.input.floatbank11_xanthate
0.58
final.output.tail_sol
0.47
rougher.output.tail_sol
0.44
rougher.input.floatbank11_sulfate
0.40
rougher.output.tail_ag
-0.36
primary_cleaner.input.sulfate
0.35
primary_cleaner.input.xanthate
0.34
secondary_cleaner.state.floatbank6_a_air
-0.32
secondary_cleaner.output.tail_ag
0.32
rougher.state.floatbank10_e_level
-0.31
secondary_cleaner.output.tail_pb
0.31
rougher.state.floatbank10_c_level
-0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
564.70615088842
1
<0.1%
536.937223183567
1
<0.1%
529.2372936901149
1
<0.1%
560.8790018691079
1
<0.1%
548.955030911446
1
<0.1%
521.0530690574109
1
<0.1%
586.7275382404966
1
<0.1%
586.095647689175
1
<0.1%
559.6566028823862
1
<0.1%
597.0507859572074
1
<0.1%
569.0876468631805
1
<0.1%
568.2923479712257
1
<0.1%
428.5246437083383
1
<0.1%
383.33821455100906
1
<0.1%
497.53309392032793
1
<0.1%
SMALLEST VALUES
0.0029858485129813
1
<0.1%
0.0127856991420211
1
<0.1%
0.0228024679912529
1
<0.1%
0.0233928222030318
1
<0.1%
0.0237877330135796
1
<0.1%
0.0295449872899417
1
<0.1%
0.0891494143366082
1
<0.1%
0.0899990802646261
1
<0.1%
0.1046604333271865
1
<0.1%
0.1106790576467204
1
<0.1%
0.1179052824001442
1
<0.1%
0.1285198074909273
1
<0.1%
0.1360590045767109
1
<0.1%
0.1378771785540631
1
<0.1%
0.1474002010818348
1
<0.1%
LARGEST VALUES
717.5088371176428
1
<0.1%
707.3640197925482
1
<0.1%
705.2282820467392
1
<0.1%
704.5288465572594
1
<0.1%
702.5233962262563
1
<0.1%
699.1842353342171
1
<0.1%
698.3012278828381
1
<0.1%
698.1562978868933
1
<0.1%
697.9140835269033
1
<0.1%
696.8695144130321
1
<0.1%
695.9265442200502
1
<0.1%
689.6000902752135
1
<0.1%
685.7284364595951
1
<0.1%
684.8776983546243
1
<0.1%
684.6202405753182
1
<0.1%
rougher.input.feed_size
MISSING:
145
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.output.tail_sol
-0.31
rougher.output.tail_ag
-0.28
rougher.state.floatbank10_a_level
0.25
final.output.concentrate_sol
-0.21
secondary_cleaner.state.floatbank4_a_air
0.21
rougher.output.tail_sol
0.19
rougher.output.tail_au
-0.19
final.output.tail_au
-0.19
rougher.input.feed_sol
0.18
secondary_cleaner.output.tail_pb
0.17
secondary_cleaner.state.floatbank6_a_air
-0.17
rougher.input.floatbank11_sulfate
-0.17
rougher.state.floatbank10_a_air
0.16
primary_cleaner.output.tail_ag
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
72.91988372802734
6
<0.1%
51.8118896484375
4
<0.1%
59.20961675533656
1
<0.1%
60.18779979271522
1
<0.1%
73.7103145810814
1
<0.1%
66.5949479635919
1
<0.1%
62.61578954592844
1
<0.1%
79.96426855449454
1
<0.1%
70.08078448353493
1
<0.1%
59.01215479592783
1
<0.1%
58.85793392359074
1
<0.1%
66.66810323483023
1
<0.1%
63.08459656271172
1
<0.1%
59.53912053509742
1
<0.1%
59.601680393738135
1
<0.1%
SMALLEST VALUES
0.0463687988171973
1
<0.1%
0.0491936691319293
1
<0.1%
0.0520185394466613
1
<0.1%
0.0548434097613932
1
<0.1%
9.659576314610517
1
<0.1%
12.19155384749176
1
<0.1%
14.24924554892008
1
<0.1%
14.3892235688307
1
<0.1%
14.885601668320785
1
<0.1%
18.673224007485928
1
<0.1%
19.348608780715413
1
<0.1%
20.06027751422585
1
<0.1%
20.511488613643824
1
<0.1%
20.59962074935191
1
<0.1%
21.34567018984211
1
<0.1%
LARGEST VALUES
484.9674664939735
1
<0.1%
449.8254020774463
1
<0.1%
416.3463659159143
1
<0.1%
404.8515429447037
1
<0.1%
392.49404018878937
1
<0.1%
386.1357169023442
1
<0.1%
368.88253382265486
1
<0.1%
368.0358824536935
1
<0.1%
363.989698920812
1
<0.1%
355.05956749006515
1
<0.1%
343.30747408092435
1
<0.1%
339.303396831476
1
<0.1%
339.28536500844217
1
<0.1%
339.28386146114707
1
<0.1%
339.2725888432288
1
<0.1%
rougher.input.feed_sol
MISSING:
99
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_rate
0.62
rougher.output.tail_sol
0.50
primary_cleaner.input.sulfate
0.40
rougher.input.floatbank10_xanthate
0.38
final.output.tail_sol
0.38
rougher.input.floatbank11_xanthate
0.37
rougher.input.floatbank11_sulfate
0.34
primary_cleaner.output.tail_sol
0.32
rougher.output.tail_ag
-0.32
rougher.state.floatbank10_a_level
0.32
primary_cleaner.output.concentrate_pb
0.31
rougher.state.floatbank10_d_air
-0.30
rougher.input.floatbank10_sulfate
0.30
primary_cleaner.input.xanthate
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
36.80859375
8
<0.1%
38.05859375
7
<0.1%
40.05859375
6
<0.1%
42.80859375
6
<0.1%
0.0099999997764825
5
<0.1%
41.05859375
3
<0.1%
39.80859375
3
<0.1%
37.05859375
3
<0.1%
40.80859375
3
<0.1%
35.55859375
3
<0.1%
35.30859375
3
<0.1%
34.55859375
2
<0.1%
38.55859375
2
<0.1%
39.55859375
2
<0.1%
34.923663194444444
2
<0.1%
SMALLEST VALUES
0.0099999997764825
5
<0.1%
0.4638665998335708
1
<0.1%
1.393488135708289
1
<0.1%
1.7162845884646392
1
<0.1%
3.0911176361572097
1
<0.1%
3.1359269361940263
1
<0.1%
4.592245775608139
1
<0.1%
4.970328570734488
1
<0.1%
5.112079476502792
1
<0.1%
5.423679826409682
1
<0.1%
5.495733877775363
1
<0.1%
5.6225680267479685
1
<0.1%
5.868278051647875
1
<0.1%
6.448559473239151
1
<0.1%
6.785795699556669
1
<0.1%
LARGEST VALUES
53.47774205101861
1
<0.1%
53.4753246890174
1
<0.1%
53.38352142047852
1
<0.1%
53.38055177582635
1
<0.1%
53.35140413178338
1
<0.1%
53.323309285905616
1
<0.1%
53.28485416412354
1
<0.1%
53.22595198207432
1
<0.1%
53.21148677190146
1
<0.1%
53.204898540708754
1
<0.1%
53.1768439992269
1
<0.1%
53.169757847256136
1
<0.1%
52.99597458203634
1
<0.1%
52.96876850763957
1
<0.1%
52.95346388922797
1
<0.1%
rougher.input.feed_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_ag
0.85
rougher.input.feed_pb
0.69
final.output.tail_au
0.64
primary_cleaner.input.sulfate
0.62
final.output.tail_ag
0.59
final.output.tail_pb
0.49
primary_cleaner.output.concentrate_sol
0.48
final.output.concentrate_sol
0.47
rougher.output.tail_ag
0.47
primary_cleaner.output.concentrate_ag
0.44
primary_cleaner.output.tail_sol
0.43
primary_cleaner.input.depressant
0.40
rougher.output.tail_au
0.38
final.output.concentrate_ag
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
7.556612014770508
10
<0.1%
7.495525360107423
6
<0.1%
8.51813793182373
5
<0.1%
0.0099999997764825
5
<0.1%
7.413457870483397
5
<0.1%
6.401305675506593
3
<0.1%
9.90407657623291
2
<0.1%
11.629298210144045
2
<0.1%
6.6179315969278125
1
<0.1%
2.9785117288159806
1
<0.1%
6.7707632631748185
1
<0.1%
6.373361304044575
1
<0.1%
6.486149787902832
1
<0.1%
6.2157677790771055
1
<0.1%
6.227365832372521
1
<0.1%
SMALLEST VALUES
0.0099999997764825
5
<0.1%
0.5686321560663158
1
<0.1%
0.5881524872147755
1
<0.1%
0.6259684010433395
1
<0.1%
0.7140357109738721
1
<0.1%
0.7481976486742496
1
<0.1%
0.7611505039201842
1
<0.1%
0.8049005569683181
1
<0.1%
0.8252065593136164
1
<0.1%
0.8549588824311892
1
<0.1%
0.8640441281550253
1
<0.1%
0.8741875009238721
1
<0.1%
0.8858746528128782
1
<0.1%
0.8898643119216689
1
<0.1%
0.943717273762191
1
<0.1%
LARGEST VALUES
13.731329939295394
1
<0.1%
13.524339269262375
1
<0.1%
13.45829078914642
1
<0.1%
13.41715622782186
1
<0.1%
13.406821137633338
1
<0.1%
13.399144059049911
1
<0.1%
13.362909011851825
1
<0.1%
13.293306706468758
1
<0.1%
13.2419109919855
1
<0.1%
13.19593953110146
1
<0.1%
13.171955144774856
1
<0.1%
13.166035803424576
1
<0.1%
13.135040560800928
1
<0.1%
13.126042672939944
1
<0.1%
13.079581645111064
1
<0.1%
rougher.input.floatbank10_sulfate
MISSING:
34
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.floatbank11_sulfate
0.85
primary_cleaner.input.sulfate
0.50
final.output.tail_pb
0.37
secondary_cleaner.state.floatbank4_b_level
0.35
primary_cleaner.output.tail_sol
0.31
rougher.input.feed_sol
0.30
rougher.input.feed_au
0.29
primary_cleaner.output.concentrate_pb
0.27
rougher.input.feed_pb
0.26
primary_cleaner.input.xanthate
0.25
rougher.input.feed_rate
0.23
final.output.tail_au
0.23
final.output.tail_sol
0.22
secondary_cleaner.output.tail_au
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
17.001802009253186
1
<0.1%
17.003389572412633
1
<0.1%
16.997279550162872
1
<0.1%
17.00158302276693
1
<0.1%
17.00114937827389
1
<0.1%
16.998537474516453
1
<0.1%
16.99905148586827
1
<0.1%
16.999315761937986
1
<0.1%
11.986616134643556
1
<0.1%
14.989791117026778
1
<0.1%
16.998432190132867
1
<0.1%
17.00256032383179
1
<0.1%
16.999111635463883
1
<0.1%
17.00403182099207
1
<0.1%
16.997086086086732
1
<0.1%
SMALLEST VALUES
0.0010831123366383
1
<0.1%
0.001147460365062
1
<0.1%
0.0011640399742066
1
<0.1%
0.0016131298412751
1
<0.1%
0.0026828962225108
1
<0.1%
0.003079090896191
1
<0.1%
0.0040730390283324
1
<0.1%
0.0088806330269364
1
<0.1%
0.0090806365481258
1
<0.1%
0.013508778158332
1
<0.1%
0.0153695940504271
1
<0.1%
0.0189069502807643
1
<0.1%
0.0220888909284847
1
<0.1%
0.0284087894358925
1
<0.1%
0.0310207457538863
1
<0.1%
LARGEST VALUES
36.11827473927608
1
<0.1%
31.39304469323056
1
<0.1%
30.830566943527288
1
<0.1%
30.63180320611053
1
<0.1%
30.27236186294037
1
<0.1%
30.01697770252469
1
<0.1%
30.010758727164596
1
<0.1%
30.00452293575869
1
<0.1%
30.00376410301748
1
<0.1%
30.003684596932175
1
<0.1%
30.00330877982287
1
<0.1%
30.002280490684253
1
<0.1%
30.00208708218101
1
<0.1%
30.00173843577013
1
<0.1%
30.00132752232949
1
<0.1%
rougher.input.floatbank10_xanthate
MISSING:
8
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.floatbank11_xanthate
0.93
rougher.input.feed_rate
0.60
primary_cleaner.input.sulfate
0.49
primary_cleaner.input.xanthate
0.42
primary_cleaner.output.concentrate_sol
0.39
rougher.input.feed_sol
0.38
primary_cleaner.input.depressant
0.35
primary_cleaner.output.concentrate_ag
0.34
final.output.recovery
0.33
final.output.tail_sol
0.31
primary_cleaner.output.tail_pb
0.29
rougher.state.floatbank10_c_level
-0.29
final.output.tail_ag
0.29
secondary_cleaner.state.floatbank6_a_air
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
6.099204619926359
1
<0.1%
6.295544426043588
1
<0.1%
6.098629191025717
1
<0.1%
6.098910330822989
1
<0.1%
6.0971996637997545
1
<0.1%
6.098382023767643
1
<0.1%
6.0991966987427055
1
<0.1%
6.100391752118693
1
<0.1%
6.101623279487307
1
<0.1%
6.497888110159641
1
<0.1%
6.099902191386665
1
<0.1%
6.097841674120919
1
<0.1%
6.100226494729171
1
<0.1%
6.099034188002572
1
<0.1%
6.098562405092374
1
<0.1%
SMALLEST VALUES
0.0005682328020511
1
<0.1%
0.0014276846764186
1
<0.1%
0.0018222867610806
1
<0.1%
0.0019626664104353
1
<0.1%
0.0021499656793274
1
<0.1%
0.0025977557508722
1
<0.1%
0.002655453999622
1
<0.1%
0.0026754896982759
1
<0.1%
0.002882070663799
1
<0.1%
0.0030990433920171
1
<0.1%
0.0035687580521826
1
<0.1%
0.003749380259171
1
<0.1%
0.003873110006845
1
<0.1%
0.0039095190688404
1
<0.1%
0.0042367134270415
1
<0.1%
LARGEST VALUES
9.703448040845032
1
<0.1%
9.6746214051951
1
<0.1%
9.655246545383656
1
<0.1%
9.517497202628377
1
<0.1%
9.491714771467024
1
<0.1%
9.396928429900472
1
<0.1%
9.385890264896284
1
<0.1%
9.341511301470492
1
<0.1%
9.308612125741996
1
<0.1%
9.304952080361693
1
<0.1%
9.299606068264689
1
<0.1%
9.297709489474396
1
<0.1%
9.267753820334626
1
<0.1%
9.158608582170316
1
<0.1%
9.122333168469224
1
<0.1%
rougher.input.floatbank11_sulfate
MISSING:
44
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.floatbank10_sulfate
0.85
primary_cleaner.input.sulfate
0.57
rougher.input.feed_rate
0.40
primary_cleaner.output.tail_sol
0.34
rougher.input.feed_sol
0.34
final.output.tail_pb
0.31
final.output.tail_sol
0.31
primary_cleaner.input.xanthate
0.29
primary_cleaner.output.concentrate_pb
0.27
secondary_cleaner.state.floatbank4_b_level
0.26
secondary_cleaner.output.tail_ag
0.25
rougher.state.floatbank10_e_air
-0.25
rougher.input.feed_au
0.25
secondary_cleaner.output.tail_au
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
17.00204672993441
1
<0.1%
17.00009385045198
1
<0.1%
17.00300768656296
1
<0.1%
17.004166144886465
1
<0.1%
16.997179940742964
1
<0.1%
17.00332280223855
1
<0.1%
16.999594125393127
1
<0.1%
17.002605773880138
1
<0.1%
11.836743354797363
1
<0.1%
17.001753701871017
1
<0.1%
17.001338769801947
1
<0.1%
16.99994577528953
1
<0.1%
17.00051362226412
1
<0.1%
17.00037953491378
1
<0.1%
16.998418194482895
1
<0.1%
SMALLEST VALUES
7.673763797536891e-05
1
<0.1%
9.787336238683812e-05
1
<0.1%
0.0001627663028239
1
<0.1%
0.0005287476193534
1
<0.1%
0.0007256641310342
1
<0.1%
0.0009317680595106
1
<0.1%
0.0010558147643588
1
<0.1%
0.0015567261164393
1
<0.1%
0.0018691409573401
1
<0.1%
0.0018879120938065
1
<0.1%
0.001973052823299
1
<0.1%
0.0021205300001348
1
<0.1%
0.0024237227448394
1
<0.1%
0.0030461442645852
1
<0.1%
0.0031526462154369
1
<0.1%
LARGEST VALUES
37.980647881026265
1
<0.1%
32.78076153657036
1
<0.1%
31.84937510016434
1
<0.1%
30.01166575488752
1
<0.1%
30.007997068124
1
<0.1%
30.00785455588925
1
<0.1%
30.007714257776488
1
<0.1%
30.006914419251014
1
<0.1%
30.0065105855985
1
<0.1%
30.00632677763909
1
<0.1%
30.00485878047958
1
<0.1%
30.00316841551766
1
<0.1%
30.00270090433761
1
<0.1%
30.00205617078176
1
<0.1%
30.001170633760182
1
<0.1%
rougher.input.floatbank11_xanthate
MISSING:
453
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.floatbank10_xanthate
0.93
rougher.input.feed_rate
0.58
primary_cleaner.input.sulfate
0.46
primary_cleaner.input.xanthate
0.41
primary_cleaner.output.concentrate_sol
0.38
rougher.input.feed_sol
0.37
primary_cleaner.input.depressant
0.34
final.output.recovery
0.33
primary_cleaner.output.concentrate_ag
0.32
rougher.state.floatbank10_c_level
-0.31
rougher.state.floatbank10_b_level
-0.31
rougher.state.floatbank10_d_level
-0.30
secondary_cleaner.state.floatbank6_a_air
-0.29
rougher.state.floatbank10_e_level
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
5.0
16
<0.1%
6.6992639452090526
1
<0.1%
6.6995829535405385
1
<0.1%
6.700852287967413
1
<0.1%
6.6988711779766765
1
<0.1%
6.699553403570455
1
<0.1%
6.698113072937306
1
<0.1%
6.7005627346101
1
<0.1%
6.6995848119562496
1
<0.1%
6.698654619917336
1
<0.1%
6.676232688534785
1
<0.1%
6.500580524504497
1
<0.1%
6.498870342838758
1
<0.1%
6.502641376897067
1
<0.1%
6.501420128531383
1
<0.1%
SMALLEST VALUES
0.0002904125738132
1
<0.1%
0.0004063536838988
1
<0.1%
0.0005784495917998
1
<0.1%
0.0008182137758935
1
<0.1%
0.00095325556471
1
<0.1%
0.0010746593637863
1
<0.1%
0.0012061991220074
1
<0.1%
0.0012074662293812
1
<0.1%
0.0013019037072431
1
<0.1%
0.0017416540533372
1
<0.1%
0.0018480252791731
1
<0.1%
0.0023816642903723
1
<0.1%
0.0024966559994371
1
<0.1%
0.0026157558526441
1
<0.1%
0.0029264413548931
1
<0.1%
LARGEST VALUES
9.698406867732444
1
<0.1%
9.668677848861376
1
<0.1%
9.667279371949917
1
<0.1%
9.51478929368206
1
<0.1%
9.496275059491593
1
<0.1%
9.401927676984922
1
<0.1%
9.387049532343765
1
<0.1%
9.342336210901546
1
<0.1%
9.309851877801306
1
<0.1%
9.300133038628733
1
<0.1%
9.29792368846632
1
<0.1%
9.297194326678992
1
<0.1%
9.271899397362258
1
<0.1%
9.156068824672356
1
<0.1%
9.129320643775417
1
<0.1%
rougher.output.concentrate_ag
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_sol
0.69
rougher.output.recovery
0.66
rougher.output.concentrate_au
0.62
rougher.input.feed_ag
0.50
final.output.tail_ag
0.41
primary_cleaner.output.concentrate_ag
0.36
final.output.concentrate_sol
0.36
final.output.concentrate_ag
0.32
rougher.input.feed_au
0.31
primary_cleaner.output.concentrate_sol
0.30
primary_cleaner.output.tail_ag
0.30
rougher.output.concentrate_pb
0.30
final.output.concentrate_pb
-0.25
primary_cleaner.output.tail_pb
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
394
2.0%
7.458753108978271
11
<0.1%
9.975555419921877
6
<0.1%
9.252737045288086
6
<0.1%
0.0099999997764825
5
<0.1%
12.098114967346191
4
<0.1%
11.37990951538086
3
<0.1%
15.287543296813965
2
<0.1%
13.081012725830078
2
<0.1%
11.500770568847654
1
<0.1%
10.051374866881128
1
<0.1%
9.842954211136131
1
<0.1%
9.917521499713937
1
<0.1%
9.63294081174308
1
<0.1%
10.107323314562796
1
<0.1%
SMALLEST VALUES
0.0
394
2.0%
0.0099999997764825
5
<0.1%
0.3518741994094954
1
<0.1%
0.905993481305385
1
<0.1%
1.1801619791216145
1
<0.1%
1.6326499865152069
1
<0.1%
2.1538265870137634
1
<0.1%
2.3877529298548392
1
<0.1%
2.4273611346271275
1
<0.1%
2.5313003408968138
1
<0.1%
2.550312144358971
1
<0.1%
2.9673204159561792
1
<0.1%
3.1840985231552623
1
<0.1%
3.1852659894767488
1
<0.1%
3.2005884598295555
1
<0.1%
LARGEST VALUES
24.48027094510577
1
<0.1%
21.725695135575304
1
<0.1%
21.526208713197278
1
<0.1%
21.39395968873378
1
<0.1%
21.11077739673329
1
<0.1%
20.82634280468081
1
<0.1%
20.814875443943325
1
<0.1%
20.67583784882405
1
<0.1%
20.56444624346273
1
<0.1%
20.492412203552377
1
<0.1%
20.483505059587245
1
<0.1%
20.451974561237787
1
<0.1%
20.441610943928826
1
<0.1%
19.97496966211205
1
<0.1%
19.7744428395806
1
<0.1%
rougher.output.concentrate_pb
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_sol
0.58
rougher.output.recovery
0.55
rougher.output.concentrate_au
0.50
final.output.concentrate_pb
0.48
rougher.input.feed_pb
0.46
rougher.calculation.au_pb_ratio
-0.44
final.output.tail_pb
0.40
secondary_cleaner.output.tail_pb
0.37
primary_cleaner.output.concentrate_pb
0.37
rougher.output.concentrate_ag
0.30
rougher.output.tail_sol
-0.28
primary_cleaner.output.tail_pb
0.24
secondary_cleaner.state.floatbank4_b_air
0.22
secondary_cleaner.state.floatbank5_b_air
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
394
2.0%
13.0771484375
11
<0.1%
8.4521484375
8
<0.1%
10.4521484375
7
<0.1%
7.94482421875
6
<0.1%
9.7646484375
6
<0.1%
8.2646484375
6
<0.1%
0.0099999997764825
5
<0.1%
8.5771484375
5
<0.1%
8.0771484375
5
<0.1%
8.0146484375
5
<0.1%
9.0771484375
4
<0.1%
8.5146484375
4
<0.1%
8.1396484375
4
<0.1%
8.3271484375
4
<0.1%
SMALLEST VALUES
0.0
394
2.0%
0.0099999997764825
5
<0.1%
0.2143601515909864
1
<0.1%
0.6299639487452805
1
<0.1%
0.7721838300636357
1
<0.1%
0.8688420793629931
1
<0.1%
1.1090217831468234
1
<0.1%
1.3496411574093832
1
<0.1%
1.7960745558867024
1
<0.1%
1.8027725460131965
1
<0.1%
1.848709128318976
1
<0.1%
2.127896114997566
1
<0.1%
2.247550223670486
1
<0.1%
2.2987821205808885
1
<0.1%
2.3370017806999384
1
<0.1%
LARGEST VALUES
13.6170719165148
1
<0.1%
13.0916793817944
1
<0.1%
13.0771484375
11
<0.1%
12.966873710950216
1
<0.1%
12.797765340540144
1
<0.1%
12.7021484375
1
<0.1%
12.658555818133886
1
<0.1%
12.653067428270974
1
<0.1%
12.647294141981336
1
<0.1%
12.646400674713984
1
<0.1%
12.634622990820146
1
<0.1%
12.630550277498031
1
<0.1%
12.619815798600516
1
<0.1%
12.611464853551652
1
<0.1%
12.607749161985184
1
<0.1%
rougher.output.concentrate_sol
MISSING:
23
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_au
0.87
rougher.output.concentrate_ag
0.69
rougher.output.recovery
0.60
rougher.output.concentrate_pb
0.58
rougher.state.floatbank10_e_air
-0.25
rougher.input.feed_au
0.22
final.output.tail_pb
0.22
rougher.state.floatbank10_f_air
-0.21
rougher.input.feed_pb
0.19
final.output.concentrate_sol
0.18
primary_cleaner.input.sulfate
0.18
rougher.state.floatbank10_b_air
-0.18
rougher.state.floatbank10_d_air
-0.16
rougher.input.floatbank11_sulfate
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
394
2.0%
34.55859375
27
0.1%
33.30859375
25
0.1%
32.05859375
23
0.1%
35.30859375
22
0.1%
34.05859375
21
0.1%
33.80859375
20
0.1%
33.55859375
20
0.1%
33.05859375
20
0.1%
35.05859375
19
<0.1%
32.55859375
18
<0.1%
34.30859375
18
<0.1%
34.80859375
18
<0.1%
35.55859375
17
<0.1%
32.30859375
16
<0.1%
SMALLEST VALUES
0.0
394
2.0%
0.0099999997764825
5
<0.1%
0.8795934148712291
1
<0.1%
1.7159061482191509
1
<0.1%
2.1520513143224846
1
<0.1%
2.9397649096190515
1
<0.1%
2.965047638594536
1
<0.1%
3.4459650046988908
1
<0.1%
4.092776785218524
1
<0.1%
4.335145485587243
1
<0.1%
4.481571914487415
1
<0.1%
4.600520452169908
1
<0.1%
4.869001541525747
1
<0.1%
4.8748403187685945
1
<0.1%
4.889125378774478
1
<0.1%
LARGEST VALUES
38.351192848417504
1
<0.1%
38.23960802396139
1
<0.1%
38.21242719014486
1
<0.1%
38.19517053604126
1
<0.1%
38.16619749916924
1
<0.1%
37.96703222698636
1
<0.1%
37.95834694014656
1
<0.1%
37.93475241131253
1
<0.1%
37.91507905960083
1
<0.1%
37.90766056378683
1
<0.1%
37.85073378245036
1
<0.1%
37.833359274334384
1
<0.1%
37.830493963029646
1
<0.1%
37.80859375
1
<0.1%
37.78688804626465
1
<0.1%
rougher.output.concentrate_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_sol
0.87
rougher.output.concentrate_ag
0.62
rougher.output.recovery
0.58
rougher.output.concentrate_pb
0.50
rougher.output.tail_ag
0.27
rougher.output.tail_au
0.25
rougher.input.feed_au
0.23
final.output.concentrate_sol
0.23
final.output.tail_au
0.21
secondary_cleaner.output.tail_sol
0.20
primary_cleaner.output.tail_au
0.19
rougher.state.floatbank10_a_level
-0.18
secondary_cleaner.output.tail_pb
-0.17
secondary_cleaner.state.floatbank6_a_air
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
394
2.0%
13.79136848449707
11
<0.1%
20.34188842773437
6
<0.1%
18.65237236022949
6
<0.1%
0.0099999997764825
5
<0.1%
17.09921646118164
4
<0.1%
17.525726318359375
3
<0.1%
20.38614082336425
2
<0.1%
19.64696311950684
2
<0.1%
19.79380798339844
1
<0.1%
20.165793400660924
1
<0.1%
19.772152783469405
1
<0.1%
19.683914418758675
1
<0.1%
20.08735063342888
1
<0.1%
19.952549176502146
1
<0.1%
SMALLEST VALUES
0.0
394
2.0%
0.0099999997764825
5
<0.1%
0.5708187591615731
1
<0.1%
1.8898551912215853
1
<0.1%
1.9125816906327968
1
<0.1%
2.851655295488449
1
<0.1%
3.066083780475043
1
<0.1%
3.505479353161579
1
<0.1%
4.79215367957699
1
<0.1%
5.341763953566447
1
<0.1%
5.49406997989961
1
<0.1%
5.623529646816848
1
<0.1%
5.753645083706361
1
<0.1%
5.780057789329812
1
<0.1%
5.8838626154765725
1
<0.1%
LARGEST VALUES
28.82450693271029
1
<0.1%
28.464600896519126
1
<0.1%
28.146837606874488
1
<0.1%
28.08419296161791
1
<0.1%
28.039637029385897
1
<0.1%
27.99446210245512
1
<0.1%
27.990644360211757
1
<0.1%
27.96862875494041
1
<0.1%
27.89177483549964
1
<0.1%
27.84968683581965
1
<0.1%
27.69000646971465
1
<0.1%
27.64900479240799
1
<0.1%
27.568453468176287
1
<0.1%
27.54966991012271
1
<0.1%
27.425795635933948
1
<0.1%
rougher.output.recovery
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.concentrate_ag
0.66
rougher.output.concentrate_sol
0.60
rougher.output.concentrate_au
0.58
rougher.output.concentrate_pb
0.55
rougher.output.tail_au
-0.36
final.output.recovery
0.33
rougher.output.tail_pb
-0.30
primary_cleaner.input.sulfate
0.28
rougher.input.floatbank10_xanthate
0.24
rougher.input.floatbank11_xanthate
0.24
rougher.output.tail_ag
-0.23
secondary_cleaner.state.floatbank4_b_air
0.23
secondary_cleaner.state.floatbank4_a_air
0.21
rougher.input.feed_sol
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
394
2.0%
83.40692443811702
10
<0.1%
89.51254410301894
6
<0.1%
91.79229341797836
5
<0.1%
100.0
5
<0.1%
91.6366899190481
4
<0.1%
85.53375752828245
3
<0.1%
90.45533269753987
2
<0.1%
93.28812559903837
2
<0.1%
86.68937368518267
1
<0.1%
85.13095232295612
1
<0.1%
84.49171690639912
1
<0.1%
85.83197995254999
1
<0.1%
86.67880913938275
1
<0.1%
87.10776292825425
1
<0.1%
SMALLEST VALUES
0.0
394
2.0%
2.5208538028907777
1
<0.1%
6.7054382854267525
1
<0.1%
9.82687608019416
1
<0.1%
10.430586883535824
1
<0.1%
11.51046537541482
1
<0.1%
18.49144626964551
1
<0.1%
20.69127476164493
1
<0.1%
22.165416330401342
1
<0.1%
22.170428569796208
1
<0.1%
22.463083587451248
1
<0.1%
23.83765032323727
1
<0.1%
25.00588743577077
1
<0.1%
25.55402429351184
1
<0.1%
25.805731605881768
1
<0.1%
LARGEST VALUES
100.0
5
<0.1%
99.97904061775264
1
<0.1%
99.84766301620172
1
<0.1%
99.77295778192658
1
<0.1%
99.6177807666157
1
<0.1%
99.43038952759908
1
<0.1%
99.40068702123904
1
<0.1%
99.39579375907095
1
<0.1%
99.38835380206932
1
<0.1%
99.31022819568412
1
<0.1%
99.3088168320448
1
<0.1%
99.30881371226236
1
<0.1%
99.3011022500254
1
<0.1%
99.28032281456647
1
<0.1%
99.27623994221636
1
<0.1%
rougher.output.tail_ag
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.tail_au
0.77
final.output.tail_au
0.55
secondary_cleaner.output.tail_pb
-0.48
rougher.input.feed_ag
0.48
rougher.input.feed_au
0.47
secondary_cleaner.output.tail_sol
0.46
rougher.state.floatbank10_a_level
-0.39
final.output.concentrate_sol
0.38
primary_cleaner.output.tail_au
0.36
rougher.output.tail_pb
0.36
rougher.input.feed_rate
-0.36
secondary_cleaner.state.floatbank6_a_air
0.34
rougher.input.feed_sol
-0.32
final.output.tail_ag
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
5.782552242279053
11
<0.1%
5.508832931518555
6
<0.1%
4.576931953430176
6
<0.1%
3.0697317123413086
6
<0.1%
3.488328218460083
5
<0.1%
4.952531814575195
3
<0.1%
5.151660442352295
2
<0.1%
5.056899070739746
2
<0.1%
7.292679786682129
2
<0.1%
5.942540168762207
2
<0.1%
6.08258581161499
2
<0.1%
7.621529579162598
2
<0.1%
5.187270641326903
2
<0.1%
4.775195121765137
2
<0.1%
3.8715665340423584
2
<0.1%
SMALLEST VALUES
0.594562292098999
1
<0.1%
2.1583694963796813
1
<0.1%
2.1703606256233896
1
<0.1%
2.2789891308522763
1
<0.1%
2.3165298140662576
1
<0.1%
2.3246829105455737
1
<0.1%
2.353290173496955
1
<0.1%
2.4331945511544086
1
<0.1%
2.443860306980496
1
<0.1%
2.453085408297825
1
<0.1%
2.486349048979567
1
<0.1%
2.4925566543431312
1
<0.1%
2.5001349294991493
1
<0.1%
2.5104340138173407
1
<0.1%
2.533117658213864
1
<0.1%
LARGEST VALUES
12.71917683245339
1
<0.1%
11.512443897296317
1
<0.1%
11.420090545988868
1
<0.1%
11.331875931814704
1
<0.1%
10.716601313575596
1
<0.1%
10.662086689319636
1
<0.1%
10.28592586517334
1
<0.1%
9.682130813598633
1
<0.1%
9.534854277090512
1
<0.1%
9.481667505286444
1
<0.1%
9.07975959777832
1
<0.1%
9.070646475547232
1
<0.1%
8.979921075273609
1
<0.1%
8.957616192514664
1
<0.1%
8.887697883575804
1
<0.1%
rougher.output.tail_pb
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.tail_au
0.71
final.output.tail_au
0.37
rougher.output.tail_ag
0.36
final.output.recovery
-0.32
rougher.output.recovery
-0.30
primary_cleaner.output.tail_au
0.27
final.output.tail_sol
0.25
secondary_cleaner.state.floatbank4_a_air
-0.24
secondary_cleaner.state.floatbank4_b_air
-0.22
rougher.output.concentrate_ag
-0.20
secondary_cleaner.state.floatbank5_a_air
-0.18
secondary_cleaner.state.floatbank5_b_air
-0.18
secondary_cleaner.output.tail_ag
-0.18
secondary_cleaner.state.floatbank2_a_air
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1.0487060546875
10
<0.1%
0.68450927734375
6
<0.1%
0.63372802734375
5
<0.1%
0.58294677734375
5
<0.1%
0.52825927734375
5
<0.1%
0.86029052734375
3
<0.1%
0.394989013671875
2
<0.1%
0.451629638671875
2
<0.1%
0.5457721334861384
1
<0.1%
0.19783806745545
1
<0.1%
0.4799907628803825
1
<0.1%
0.5541091126203537
1
<0.1%
0.50872802734375
1
<0.1%
0.4953725632362895
1
<0.1%
0.5274627665678661
1
<0.1%
SMALLEST VALUES
0.0075660659822945
1
<0.1%
0.0090140762899601
1
<0.1%
0.0106699928198941
1
<0.1%
0.0110730408227148
1
<0.1%
0.0130767503276001
1
<0.1%
0.0139828024212167
1
<0.1%
0.0150265086552179
1
<0.1%
0.0176580443815328
1
<0.1%
0.0189289748824861
1
<0.1%
0.0280852017846579
1
<0.1%
0.0301582269688757
1
<0.1%
0.0350220239206424
1
<0.1%
0.0370145856719399
1
<0.1%
0.0383643525123221
1
<0.1%
0.0422905162251037
1
<0.1%
LARGEST VALUES
3.778063771520845
1
<0.1%
3.3540326857773795
1
<0.1%
3.3201245262649737
1
<0.1%
3.287195358957268
1
<0.1%
3.2473414470384725
1
<0.1%
3.226147488213351
1
<0.1%
2.6120913875103
1
<0.1%
2.607764626940092
1
<0.1%
2.5189003302881288
1
<0.1%
2.5054103363848603
1
<0.1%
2.44966974708381
1
<0.1%
2.370510855185696
1
<0.1%
2.3178401110166065
1
<0.1%
2.3027098595770075
1
<0.1%
2.27431063052836
1
<0.1%
rougher.output.tail_sol
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.input.feed_sol
0.50
rougher.input.feed_rate
0.44
final.output.tail_pb
-0.44
rougher.input.feed_pb
-0.42
final.output.tail_sol
0.40
final.output.tail_au
-0.35
rougher.output.concentrate_pb
-0.28
rougher.output.tail_au
-0.28
primary_cleaner.output.tail_au
-0.27
primary_cleaner.output.tail_sol
0.27
rougher.calculation.au_pb_ratio
0.27
rougher.input.floatbank11_xanthate
0.26
rougher.input.floatbank10_xanthate
0.26
rougher.input.feed_au
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
10.0146484375
16
<0.1%
18.154296875
13
<0.1%
10.0771484375
10
<0.1%
20.904296875
8
<0.1%
10.5771484375
8
<0.1%
19.029296875
7
<0.1%
20.779296875
7
<0.1%
15.2021484375
7
<0.1%
17.654296875
6
<0.1%
19.654296875
5
<0.1%
19.779296875
5
<0.1%
17.154296875
5
<0.1%
10.3896484375
5
<0.1%
10.1396484375
5
<0.1%
21.029296875
5
<0.1%
SMALLEST VALUES
10.0146484375
16
<0.1%
10.024005427606063
1
<0.1%
10.035362850628788
1
<0.1%
10.058485359160269
1
<0.1%
10.0592910919518
1
<0.1%
10.0771484375
10
<0.1%
10.092445123765229
1
<0.1%
10.096353157453194
1
<0.1%
10.096601201549053
1
<0.1%
10.106662164264256
1
<0.1%
10.119353298611111
1
<0.1%
10.131974758042231
1
<0.1%
10.13582370811416
1
<0.1%
10.1396484375
5
<0.1%
10.141683369643928
1
<0.1%
LARGEST VALUES
66.1171875
1
<0.1%
65.6171875
3
<0.1%
65.1171875
1
<0.1%
61.32839858949415
1
<0.1%
60.35315932633482
1
<0.1%
58.80859375
1
<0.1%
57.74439122020972
1
<0.1%
55.72281970434656
1
<0.1%
49.23449494145381
1
<0.1%
41.01529996141975
1
<0.1%
39.00996179718766
1
<0.1%
36.55859375
1
<0.1%
36.22504413831994
1
<0.1%
33.81707560589113
1
<0.1%
33.735477027426306
1
<0.1%
rougher.output.tail_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.output.tail_ag
0.77
rougher.output.tail_pb
0.71
final.output.tail_au
0.62
primary_cleaner.output.tail_au
0.47
rougher.input.feed_au
0.38
secondary_cleaner.state.floatbank4_a_air
-0.38
rougher.state.floatbank10_a_level
-0.38
rougher.output.recovery
-0.36
secondary_cleaner.output.tail_sol
0.36
secondary_cleaner.state.floatbank4_b_air
-0.32
final.output.recovery
-0.31
secondary_cleaner.output.tail_pb
-0.31
secondary_cleaner.state.floatbank5_a_air
-0.30
secondary_cleaner.state.floatbank2_a_air
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
2.3091862201690674
11
<0.1%
1.2277082204818726
6
<0.1%
1.3524576425552368
6
<0.1%
1.1356723308563232
6
<0.1%
1.0287144184112549
5
<0.1%
1.3467813730239868
3
<0.1%
3.069748640060425
2
<0.1%
2.1020328998565674
2
<0.1%
2.409090518951416
2
<0.1%
2.348465204238892
2
<0.1%
1.6864105463027954
2
<0.1%
1.9117859601974487
2
<0.1%
0.6073779463768005
2
<0.1%
1.7430044412612915
2
<0.1%
1.9288238286972048
2
<0.1%
SMALLEST VALUES
0.0206757791548096
1
<0.1%
0.0245449673240189
1
<0.1%
0.0312344878911972
1
<0.1%
0.0316421593465993
1
<0.1%
0.0497308592077005
1
<0.1%
0.0502283787818963
1
<0.1%
0.0532830665071272
1
<0.1%
0.055898156017065
1
<0.1%
0.0637230782006933
1
<0.1%
0.0637861274225935
1
<0.1%
0.0662419028014357
1
<0.1%
0.0702514203132829
1
<0.1%
0.0726640218306663
1
<0.1%
0.0734404411507274
1
<0.1%
0.0759899465311776
1
<0.1%
LARGEST VALUES
9.688979686468633
1
<0.1%
8.783082264191924
1
<0.1%
8.649597876079158
1
<0.1%
8.253282297131264
1
<0.1%
8.181486092974568
1
<0.1%
6.9510254859924325
1
<0.1%
6.5359773434556185
1
<0.1%
6.023450891935611
1
<0.1%
5.953194422997438
1
<0.1%
5.912224292755128
1
<0.1%
5.74829776691959
1
<0.1%
5.674486811004977
1
<0.1%
5.641872841420543
1
<0.1%
5.541070622586831
1
<0.1%
5.455400499864477
1
<0.1%
rougher.state.floatbank10_a_air
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank4_a_air
0.55
rougher.state.floatbank10_a_level
0.55
secondary_cleaner.state.floatbank4_b_air
0.52
secondary_cleaner.state.floatbank5_a_air
0.43
secondary_cleaner.state.floatbank3_a_air
0.43
secondary_cleaner.state.floatbank5_b_air
0.42
primary_cleaner.state.floatbank8_b_air
0.39
rougher.state.floatbank10_d_air
-0.37
primary_cleaner.state.floatbank8_a_air
0.37
primary_cleaner.state.floatbank8_c_air
0.37
primary_cleaner.output.tail_pb
0.37
primary_cleaner.output.tail_ag
0.35
rougher.state.floatbank10_c_air
-0.34
secondary_cleaner.state.floatbank2_b_air
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
999.7069091796876
1
<0.1%
999.3700846874148
1
<0.1%
1007.198203347656
1
<0.1%
1001.2386600612082
1
<0.1%
998.283795121464
1
<0.1%
1000.1500188266448
1
<0.1%
1001.0205929970906
1
<0.1%
1002.2712198969034
1
<0.1%
992.3097904698868
1
<0.1%
1002.1047771829644
1
<0.1%
1000.8717639714775
1
<0.1%
1002.9589903604846
1
<0.1%
1002.8483264576938
1
<0.1%
997.3659137657984
1
<0.1%
1001.6454435799074
1
<0.1%
SMALLEST VALUES
-0.0420692901306623
1
<0.1%
-0.0410779188834095
1
<0.1%
-0.0201630964875221
1
<0.1%
-0.020058875370718
1
<0.1%
155.59319360420972
1
<0.1%
239.76899411921227
1
<0.1%
266.27364148181675
1
<0.1%
299.1028365774714
1
<0.1%
300.1273402723233
1
<0.1%
300.7924936620301
1
<0.1%
320.55879684038064
1
<0.1%
401.0514125712104
1
<0.1%
413.36415376927664
1
<0.1%
417.5629949069536
1
<0.1%
495.1406436087754
1
<0.1%
LARGEST VALUES
1521.980372240213
1
<0.1%
1512.2995307024198
1
<0.1%
1508.4633854181852
1
<0.1%
1508.2934790582824
1
<0.1%
1507.9162468143077
1
<0.1%
1507.110787117104
1
<0.1%
1506.885495806953
1
<0.1%
1506.7518180416614
1
<0.1%
1506.5541734791614
1
<0.1%
1506.540017970768
1
<0.1%
1506.4129569152044
1
<0.1%
1506.1008063201916
1
<0.1%
1505.6615317792014
1
<0.1%
1505.371493742501
1
<0.1%
1505.2168095888735
1
<0.1%
rougher.state.floatbank10_a_level
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.output.tail_sol
-0.61
rougher.state.floatbank10_a_air
0.55
secondary_cleaner.state.floatbank4_a_air
0.54
secondary_cleaner.output.tail_pb
0.48
rougher.state.floatbank10_d_air
-0.46
secondary_cleaner.state.floatbank4_b_air
0.45
secondary_cleaner.state.floatbank5_b_air
0.41
rougher.state.floatbank10_c_air
-0.40
secondary_cleaner.state.floatbank5_a_air
0.40
rougher.output.tail_ag
-0.39
rougher.output.tail_au
-0.38
rougher.state.floatbank10_b_air
-0.37
rougher.state.floatbank10_e_air
-0.34
rougher.calculation.au_pb_ratio
-0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-404.0669860839844
1
<0.1%
-299.9906888276012
1
<0.1%
-300.0146190518113
1
<0.1%
-299.9514618151481
1
<0.1%
-299.9525560923743
1
<0.1%
-299.7673605952545
1
<0.1%
-299.59148386196586
1
<0.1%
-299.8423681665601
1
<0.1%
-299.1671765519975
1
<0.1%
-301.1390363073183
1
<0.1%
-300.157743716788
1
<0.1%
-299.70985676553187
1
<0.1%
-300.0338429180113
1
<0.1%
-299.97775764017825
1
<0.1%
-299.9238135826275
1
<0.1%
SMALLEST VALUES
-657.9497594243531
1
<0.1%
-657.8192530243953
1
<0.1%
-657.743116128451
1
<0.1%
-657.2805125441754
1
<0.1%
-657.2715870753735
1
<0.1%
-657.2091841198235
1
<0.1%
-657.2077102758084
1
<0.1%
-657.1538534350695
1
<0.1%
-656.919854840487
1
<0.1%
-656.5573044143365
1
<0.1%
-656.261803566985
1
<0.1%
-656.2053845642904
1
<0.1%
-656.1876708238283
1
<0.1%
-656.0328389601517
1
<0.1%
-656.0112902192602
1
<0.1%
LARGEST VALUES
-273.776101238253
1
<0.1%
-278.32057581658364
1
<0.1%
-281.0392985430529
1
<0.1%
-281.04196651673425
1
<0.1%
-281.0446344904156
1
<0.1%
-282.8650503949144
1
<0.1%
-286.87032649513304
1
<0.1%
-287.4095249732452
1
<0.1%
-291.95399955157575
1
<0.1%
-293.9201289037184
1
<0.1%
-294.02966051507326
1
<0.1%
-294.4272431843092
1
<0.1%
-295.24080212277306
1
<0.1%
-295.39258971521207
1
<0.1%
-295.52307628025466
1
<0.1%
rougher.state.floatbank10_b_air
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_c_air
0.94
rougher.state.floatbank10_d_air
0.93
rougher.state.floatbank10_e_air
0.83
rougher.state.floatbank10_f_air
0.81
primary_cleaner.output.tail_pb
-0.55
secondary_cleaner.output.tail_pb
-0.48
rougher.state.floatbank10_c_level
0.48
primary_cleaner.output.tail_ag
-0.48
rougher.state.floatbank10_b_level
0.48
rougher.state.floatbank10_f_level
0.48
rougher.state.floatbank10_e_level
0.48
rougher.state.floatbank10_d_level
0.47
secondary_cleaner.state.floatbank6_a_air
0.43
secondary_cleaner.output.tail_ag
-0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1603.0113525390625
1
<0.1%
1399.9025269137708
1
<0.1%
1398.387664274017
1
<0.1%
1401.3885337697673
1
<0.1%
1397.669084410467
1
<0.1%
1398.111008812561
1
<0.1%
1400.5421352468666
1
<0.1%
1400.8843950974945
1
<0.1%
1395.506370495323
1
<0.1%
1403.848637213254
1
<0.1%
1399.307483232099
1
<0.1%
1402.019958039716
1
<0.1%
1397.247460052232
1
<0.1%
1403.7304736584451
1
<0.1%
1394.7407943453231
1
<0.1%
SMALLEST VALUES
-0.721806395101524
1
<0.1%
-0.6619200706481934
1
<0.1%
-0.6533838308011395
1
<0.1%
-0.4080724417714676
1
<0.1%
270.69646319256464
1
<0.1%
271.74045119959624
1
<0.1%
379.0231388099055
1
<0.1%
663.8460357693243
1
<0.1%
767.6565865163559
1
<0.1%
811.5043158568378
1
<0.1%
849.7380571121901
1
<0.1%
849.8092210731053
1
<0.1%
849.84875276321
1
<0.1%
850.1491601088715
1
<0.1%
850.1792254441829
1
<0.1%
LARGEST VALUES
1809.1940080011784
1
<0.1%
1807.2130414549945
1
<0.1%
1805.9807733664445
1
<0.1%
1804.4611137232
1
<0.1%
1804.2911462221837
1
<0.1%
1802.5285641136052
1
<0.1%
1802.3073904360965
1
<0.1%
1802.020683082636
1
<0.1%
1800.744072856755
1
<0.1%
1800.6230662029666
1
<0.1%
1800.5386608566669
1
<0.1%
1800.4195142331344
1
<0.1%
1800.2615474670763
1
<0.1%
1800.2559540197642
1
<0.1%
1800.2178513030524
1
<0.1%
rougher.state.floatbank10_b_level
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_c_level
0.99
rougher.state.floatbank10_d_level
0.97
rougher.state.floatbank10_e_level
0.95
rougher.state.floatbank10_f_level
0.95
rougher.state.floatbank10_c_air
0.50
rougher.state.floatbank10_b_air
0.48
primary_cleaner.output.tail_pb
-0.47
secondary_cleaner.state.floatbank6_a_air
0.47
secondary_cleaner.state.floatbank5_a_level
0.43
rougher.state.floatbank10_d_air
0.43
secondary_cleaner.state.floatbank4_a_level
0.42
secondary_cleaner.output.tail_pb
-0.42
secondary_cleaner.output.tail_ag
-0.41
primary_cleaner.output.tail_ag
-0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-434.7150268554688
1
<0.1%
-500.0829365741992
1
<0.1%
-499.66779736366
1
<0.1%
-500.1396741329556
1
<0.1%
-500.0886698825324
1
<0.1%
-500.9449381514035
1
<0.1%
-501.940747411544
1
<0.1%
-499.9290485769294
1
<0.1%
-498.9268982726609
1
<0.1%
-500.887929341864
1
<0.1%
-500.4988515006265
1
<0.1%
-499.68922535137625
1
<0.1%
-499.58812233536975
1
<0.1%
-500.1638600442829
1
<0.1%
-500.6836824281651
1
<0.1%
SMALLEST VALUES
-650.2600075387917
1
<0.1%
-650.2521084126668
1
<0.1%
-650.2452773289659
1
<0.1%
-650.2402208640841
1
<0.1%
-650.0653686523438
1
<0.1%
-650.033491831421
1
<0.1%
-649.9974958119744
1
<0.1%
-649.9484167081549
1
<0.1%
-649.8993376043355
1
<0.1%
-640.8354682051282
1
<0.1%
-637.68167752847
1
<0.1%
-606.2203012207018
1
<0.1%
-558.9675604966895
1
<0.1%
-557.5412511798423
1
<0.1%
-556.487014952002
1
<0.1%
LARGEST VALUES
-296.3830799637267
1
<0.1%
-298.03662207713217
1
<0.1%
-298.0785760657843
1
<0.1%
-298.20005060370096
1
<0.1%
-298.2275374015084
1
<0.1%
-298.2574948603885
1
<0.1%
-298.3649203143168
1
<0.1%
-298.45134682654293
1
<0.1%
-298.4886880895864
1
<0.1%
-298.5192161681295
1
<0.1%
-298.65822415869417
1
<0.1%
-298.6664528014548
1
<0.1%
-298.6824581336948
1
<0.1%
-298.7944410472756
1
<0.1%
-298.82319169010805
1
<0.1%
rougher.state.floatbank10_c_air
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_b_air
0.94
rougher.state.floatbank10_d_air
0.92
rougher.state.floatbank10_e_air
0.79
rougher.state.floatbank10_f_air
0.75
primary_cleaner.output.tail_pb
-0.59
primary_cleaner.output.tail_ag
-0.52
rougher.state.floatbank10_c_level
0.50
rougher.state.floatbank10_b_level
0.50
secondary_cleaner.output.tail_pb
-0.50
rougher.state.floatbank10_f_level
0.50
rougher.state.floatbank10_e_level
0.49
rougher.state.floatbank10_d_level
0.49
secondary_cleaner.state.floatbank6_a_air
0.47
secondary_cleaner.output.tail_ag
-0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1602.375
1
<0.1%
1351.9093653745003
1
<0.1%
1350.1518133017614
1
<0.1%
1350.335020624721
1
<0.1%
1349.7941722973706
1
<0.1%
1347.1462116740124
1
<0.1%
1349.993152798888
1
<0.1%
1353.5920277998025
1
<0.1%
1344.3490650186295
1
<0.1%
1353.991613137571
1
<0.1%
1346.5803039730106
1
<0.1%
1350.7865676787153
1
<0.1%
1351.2518986457949
1
<0.1%
1350.808621040027
1
<0.1%
1347.1244242593011
1
<0.1%
SMALLEST VALUES
-0.0566355064511299
1
<0.1%
-0.0351123302814346
1
<0.1%
-0.026301020881108
1
<0.1%
2.4262037101303493
1
<0.1%
265.31535735422074
1
<0.1%
291.2012579276028
1
<0.1%
415.0174143859904
1
<0.1%
831.537936329378
1
<0.1%
834.843348935353
1
<0.1%
841.7281866894206
1
<0.1%
849.4351068728425
1
<0.1%
849.5679061544818
1
<0.1%
849.698910649102
1
<0.1%
849.8231980450585
1
<0.1%
849.8948628619714
1
<0.1%
LARGEST VALUES
2499.1291741005434
1
<0.1%
2499.128043379983
1
<0.1%
2499.1269126594216
1
<0.1%
2499.125781938861
1
<0.1%
2499.124651218301
1
<0.1%
2499.12352049774
1
<0.1%
2499.122389777179
1
<0.1%
2499.122164708393
1
<0.1%
2499.102116313062
1
<0.1%
2499.081896333612
1
<0.1%
2499.061676354161
1
<0.1%
2499.041456374711
1
<0.1%
2498.8732421824925
1
<0.1%
2498.756680386042
1
<0.1%
2498.6858285573708
1
<0.1%
rougher.state.floatbank10_c_level
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_b_level
0.99
rougher.state.floatbank10_d_level
0.98
rougher.state.floatbank10_e_level
0.96
rougher.state.floatbank10_f_level
0.95
rougher.state.floatbank10_c_air
0.50
rougher.state.floatbank10_b_air
0.48
secondary_cleaner.state.floatbank6_a_air
0.47
primary_cleaner.output.tail_pb
-0.46
secondary_cleaner.state.floatbank5_a_level
0.43
secondary_cleaner.state.floatbank4_a_level
0.43
rougher.state.floatbank10_d_air
0.42
secondary_cleaner.output.tail_pb
-0.42
secondary_cleaner.output.tail_ag
-0.41
primary_cleaner.output.tail_ag
-0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-442.2044677734375
1
<0.1%
-500.7835184026332
1
<0.1%
-500.6657411138432
1
<0.1%
-499.5958677601043
1
<0.1%
-500.6815888185385
1
<0.1%
-500.0793455376213
1
<0.1%
-500.48389858217575
1
<0.1%
-499.7808560332098
1
<0.1%
-498.0118421646636
1
<0.1%
-502.2317615628484
1
<0.1%
-500.0453753363827
1
<0.1%
-499.7362095895065
1
<0.1%
-500.22193491367136
1
<0.1%
-500.2817864252663
1
<0.1%
-499.3871238333661
1
<0.1%
SMALLEST VALUES
-647.5444393129106
1
<0.1%
-647.2315575269588
1
<0.1%
-640.9956273638282
1
<0.1%
-640.3184734194853
1
<0.1%
-632.7439357682632
1
<0.1%
-610.3575192570888
1
<0.1%
-609.9892668256938
1
<0.1%
-609.3691470766357
1
<0.1%
-574.7776433487683
1
<0.1%
-566.3550256213413
1
<0.1%
-558.466993795233
1
<0.1%
-553.3108927852056
1
<0.1%
-553.2139220398777
1
<0.1%
-553.1838393306307
1
<0.1%
-552.7373602860539
1
<0.1%
LARGEST VALUES
-292.15550876811045
1
<0.1%
-293.2739880000172
1
<0.1%
-295.1033903574525
1
<0.1%
-296.38391870526385
1
<0.1%
-296.81376704361304
1
<0.1%
-297.28307258456834
1
<0.1%
-297.41323152708605
1
<0.1%
-298.03685230328693
1
<0.1%
-298.0803870575803
1
<0.1%
-298.23760085408315
1
<0.1%
-298.29755090973185
1
<0.1%
-298.3270683194572
1
<0.1%
-298.46121306278025
1
<0.1%
-298.4737329576858
1
<0.1%
-298.52270731083377
1
<0.1%
rougher.state.floatbank10_d_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_b_air
0.93
rougher.state.floatbank10_c_air
0.92
rougher.state.floatbank10_e_air
0.87
rougher.state.floatbank10_f_air
0.83
primary_cleaner.output.tail_pb
-0.59
primary_cleaner.output.tail_ag
-0.51
secondary_cleaner.output.tail_pb
-0.50
rougher.state.floatbank10_a_level
-0.46
secondary_cleaner.state.floatbank6_a_air
0.45
secondary_cleaner.output.tail_ag
-0.43
rougher.state.floatbank10_b_level
0.43
rougher.state.floatbank10_c_level
0.42
rougher.state.floatbank10_e_level
0.42
rougher.state.floatbank10_f_level
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1598.937255859375
1
<0.1%
1299.6364278149383
1
<0.1%
1296.672101016233
1
<0.1%
1309.6058744754064
1
<0.1%
1300.6777014314785
1
<0.1%
1294.1519571535189
1
<0.1%
1301.075902731207
1
<0.1%
1305.732195280592
1
<0.1%
1289.8097958133949
1
<0.1%
1300.6804694532989
1
<0.1%
1303.9895935028003
1
<0.1%
1304.7545498589427
1
<0.1%
1289.8489351816766
1
<0.1%
1305.1029553520868
1
<0.1%
1295.6686156672
1
<0.1%
SMALLEST VALUES
-0.9922190308570862
1
<0.1%
-0.9274012782536364
1
<0.1%
-0.5542986530066452
1
<0.1%
-0.1247655456150065
1
<0.1%
304.0936640131896
1
<0.1%
315.7919493675077
1
<0.1%
410.1357581594011
1
<0.1%
601.5893337365976
1
<0.1%
636.2058690265344
1
<0.1%
706.2819180785502
1
<0.1%
752.4672595055737
1
<0.1%
760.1630290389093
1
<0.1%
763.8454909878277
1
<0.1%
769.0316318754942
1
<0.1%
769.6733627170347
1
<0.1%
LARGEST VALUES
1817.199290476136
1
<0.1%
1811.5383696227696
1
<0.1%
1810.348894162369
1
<0.1%
1804.3822272439647
1
<0.1%
1803.6227666222796
1
<0.1%
1801.760177528995
1
<0.1%
1801.7129574057824
1
<0.1%
1801.1972724732236
1
<0.1%
1801.1240999942795
1
<0.1%
1799.0458598262717
1
<0.1%
1795.2298884430404
1
<0.1%
1794.9399817086337
1
<0.1%
1791.5556069353704
1
<0.1%
1787.1429951687774
1
<0.1%
1784.2321637773084
1
<0.1%
rougher.state.floatbank10_d_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_c_level
0.98
rougher.state.floatbank10_b_level
0.97
rougher.state.floatbank10_e_level
0.95
rougher.state.floatbank10_f_level
0.95
rougher.state.floatbank10_c_air
0.49
rougher.state.floatbank10_b_air
0.47
secondary_cleaner.state.floatbank6_a_air
0.46
primary_cleaner.output.tail_pb
-0.46
secondary_cleaner.state.floatbank5_a_level
0.43
secondary_cleaner.state.floatbank4_a_level
0.42
secondary_cleaner.output.tail_pb
-0.41
rougher.state.floatbank10_d_air
0.41
secondary_cleaner.output.tail_ag
-0.40
primary_cleaner.output.tail_ag
-0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-451.2941284179688
1
<0.1%
-500.236016982785
1
<0.1%
-498.7019522570397
1
<0.1%
-500.4122577318892
1
<0.1%
-500.7136221689292
1
<0.1%
-500.88759233053366
1
<0.1%
-500.5538783169136
1
<0.1%
-499.4997658356553
1
<0.1%
-498.6757159461634
1
<0.1%
-501.1264743068074
1
<0.1%
-500.1166088455533
1
<0.1%
-500.4867399580188
1
<0.1%
-500.7054160836668
1
<0.1%
-499.95599598699965
1
<0.1%
-499.5193492936058
1
<0.1%
SMALLEST VALUES
-648.3906653215574
1
<0.1%
-648.1184460912666
1
<0.1%
-646.7876942039728
1
<0.1%
-644.2246766555331
1
<0.1%
-640.5190028250543
1
<0.1%
-640.1184451854533
1
<0.1%
-628.5592265157222
1
<0.1%
-627.0043545471152
1
<0.1%
-626.683888528273
1
<0.1%
-625.8245903555443
1
<0.1%
-625.432520899798
1
<0.1%
-623.0884927363577
1
<0.1%
-622.8836326220646
1
<0.1%
-622.2818462855927
1
<0.1%
-622.207850064437
1
<0.1%
LARGEST VALUES
-76.39732652403521
1
<0.1%
-208.33067299038768
1
<0.1%
-282.9862030752194
1
<0.1%
-290.19039758310004
1
<0.1%
-292.46356005428976
1
<0.1%
-295.3707429638642
1
<0.1%
-296.5911097084013
1
<0.1%
-296.6190132559877
1
<0.1%
-296.6477075904855
1
<0.1%
-296.7179725639993
1
<0.1%
-296.75298870955737
1
<0.1%
-296.907528432922
1
<0.1%
-296.9951906390792
1
<0.1%
-297.05436442105486
1
<0.1%
-297.2326081313244
1
<0.1%
rougher.state.floatbank10_e_air
MISSING:
436
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_f_air
0.94
rougher.state.floatbank10_d_air
0.87
rougher.state.floatbank10_b_air
0.83
rougher.state.floatbank10_c_air
0.79
primary_cleaner.output.tail_pb
-0.45
primary_cleaner.output.tail_ag
-0.37
rougher.state.floatbank10_e_level
0.37
rougher.state.floatbank10_f_level
0.37
rougher.state.floatbank10_b_level
0.37
secondary_cleaner.output.tail_pb
-0.36
final.output.tail_pb
-0.36
rougher.state.floatbank10_c_level
0.36
rougher.input.feed_pb
-0.35
rougher.state.floatbank10_d_level
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1404.4720458984375
1
<0.1%
999.6491488015624
1
<0.1%
1000.467870726468
1
<0.1%
1001.3869068197992
1
<0.1%
999.7238437385756
1
<0.1%
997.5995276377326
1
<0.1%
1001.0097931134552
1
<0.1%
1001.2148202750046
1
<0.1%
1000.708853584936
1
<0.1%
1000.3405768321744
1
<0.1%
999.1136552506864
1
<0.1%
1002.335519584765
1
<0.1%
999.1870465935132
1
<0.1%
1000.0560554137218
1
<0.1%
1001.5717399170372
1
<0.1%
SMALLEST VALUES
-1.9822953939437864
1
<0.1%
-1.9702753456295568
1
<0.1%
-1.9368774987258468
1
<0.1%
-1.9154343530435545
1
<0.1%
94.3720229016142
1
<0.1%
254.2467384962009
1
<0.1%
365.7739897462
1
<0.1%
547.5403237665322
1
<0.1%
573.2526234346617
1
<0.1%
588.3203260451678
1
<0.1%
676.1861353604351
1
<0.1%
695.2117864323903
1
<0.1%
696.1881610070392
1
<0.1%
696.5652542124835
1
<0.1%
696.8469830445607
1
<0.1%
LARGEST VALUES
1922.6366366607565
1
<0.1%
1702.2477563323237
1
<0.1%
1701.7863524161305
1
<0.1%
1701.7119402058456
1
<0.1%
1701.2530094569663
1
<0.1%
1701.0260195792246
1
<0.1%
1700.714145658223
1
<0.1%
1700.6791731219064
1
<0.1%
1700.273733271911
1
<0.1%
1700.2531977700196
1
<0.1%
1700.2433970273623
1
<0.1%
1700.217744391617
1
<0.1%
1698.9546177836055
1
<0.1%
1698.9442880811844
1
<0.1%
1698.6133999296023
1
<0.1%
rougher.state.floatbank10_e_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_f_level
0.98
rougher.state.floatbank10_c_level
0.96
rougher.state.floatbank10_b_level
0.95
rougher.state.floatbank10_d_level
0.95
rougher.state.floatbank10_c_air
0.49
rougher.state.floatbank10_b_air
0.48
secondary_cleaner.state.floatbank6_a_air
0.47
primary_cleaner.output.tail_pb
-0.46
rougher.state.floatbank10_d_air
0.42
secondary_cleaner.output.tail_pb
-0.42
secondary_cleaner.state.floatbank5_a_level
0.40
secondary_cleaner.output.tail_ag
-0.40
secondary_cleaner.state.floatbank4_a_level
0.40
rougher.state.floatbank10_f_air
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-455.4629821777344
1
<0.1%
-499.26668107683713
1
<0.1%
-500.6594155493075
1
<0.1%
-501.1448588763494
1
<0.1%
-499.91643158842913
1
<0.1%
-500.2489179348783
1
<0.1%
-499.7963949512912
1
<0.1%
-499.49125994859634
1
<0.1%
-501.68397758832833
1
<0.1%
-498.9902157029992
1
<0.1%
-499.8417762320867
1
<0.1%
-500.1802501065848
1
<0.1%
-500.0133915722053
1
<0.1%
-499.74149515493775
1
<0.1%
-499.8120943978144
1
<0.1%
SMALLEST VALUES
-649.443910909439
1
<0.1%
-649.2675371220315
1
<0.1%
-648.7621029722768
1
<0.1%
-648.0024441811704
1
<0.1%
-646.8319095859052
1
<0.1%
-646.5118340190302
1
<0.1%
-643.3401446256839
1
<0.1%
-643.1109731385278
1
<0.1%
-639.181039229164
1
<0.1%
-638.5128173828125
1
<0.1%
-634.7978095407839
1
<0.1%
-634.0725559343609
1
<0.1%
-617.4713163469575
1
<0.1%
-604.2205523824415
1
<0.1%
-598.9261492177984
1
<0.1%
LARGEST VALUES
-139.7530248223448
1
<0.1%
-272.19959776453203
1
<0.1%
-294.832453479512
1
<0.1%
-295.32339475407736
1
<0.1%
-296.011250067104
1
<0.1%
-296.12917275814925
1
<0.1%
-296.87736651819
1
<0.1%
-296.9191304166929
1
<0.1%
-297.1001713102805
1
<0.1%
-297.7581465536183
1
<0.1%
-297.8380079093318
1
<0.1%
-297.90831976664083
1
<0.1%
-298.02881409778144
1
<0.1%
-298.141954800539
1
<0.1%
-298.1976246842308
1
<0.1%
rougher.state.floatbank10_f_air
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_e_air
0.94
rougher.state.floatbank10_d_air
0.83
rougher.state.floatbank10_b_air
0.81
rougher.state.floatbank10_c_air
0.75
primary_cleaner.output.tail_pb
-0.43
rougher.state.floatbank10_e_level
0.37
rougher.state.floatbank10_f_level
0.37
primary_cleaner.output.tail_ag
-0.36
secondary_cleaner.output.tail_ag
-0.36
rougher.state.floatbank10_b_level
0.36
rougher.state.floatbank10_c_level
0.34
secondary_cleaner.output.tail_pb
-0.34
rougher.state.floatbank10_d_level
0.33
rougher.input.feed_pb
-0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1416.35498046875
1
<0.1%
1099.8450706069646
1
<0.1%
1099.9855362722678
1
<0.1%
1100.5851906486205
1
<0.1%
1100.3157919801806
1
<0.1%
1100.829844049135
1
<0.1%
1100.052753444676
1
<0.1%
1100.0517059012898
1
<0.1%
1100.05401070398
1
<0.1%
1099.294456863862
1
<0.1%
1100.048553576728
1
<0.1%
1100.4487165739204
1
<0.1%
1099.881622863759
1
<0.1%
1099.8847047479974
1
<0.1%
1100.23598499045
1
<0.1%
SMALLEST VALUES
-2.5933895111083984
1
<0.1%
-2.520791868041928
1
<0.1%
-2.4305872521028933
1
<0.1%
-2.3286412947306507
1
<0.1%
28.33235527494173
1
<0.1%
244.1375610480201
1
<0.1%
306.58671386916154
1
<0.1%
539.6339372487046
1
<0.1%
591.4706982803942
1
<0.1%
617.3870773790673
1
<0.1%
694.9085311240927
1
<0.1%
695.1750260924489
1
<0.1%
695.7068414434941
1
<0.1%
696.3046896527068
1
<0.1%
696.6225695938507
1
<0.1%
LARGEST VALUES
1706.307502416191
1
<0.1%
1704.7212058760238
1
<0.1%
1702.7551734865729
1
<0.1%
1702.383847858595
1
<0.1%
1701.6566591215037
1
<0.1%
1700.8572070709597
1
<0.1%
1700.482817180466
1
<0.1%
1699.4703145512556
1
<0.1%
1692.41829189094
1
<0.1%
1686.6168846168116
1
<0.1%
1682.7675934861147
1
<0.1%
1677.6544940771012
1
<0.1%
1663.3228997083884
1
<0.1%
1652.249959623017
1
<0.1%
1651.40270016842
1
<0.1%
rougher.state.floatbank10_f_level
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_e_level
0.98
rougher.state.floatbank10_c_level
0.95
rougher.state.floatbank10_d_level
0.95
rougher.state.floatbank10_b_level
0.95
rougher.state.floatbank10_c_air
0.50
rougher.state.floatbank10_b_air
0.48
secondary_cleaner.state.floatbank6_a_air
0.47
primary_cleaner.output.tail_pb
-0.45
secondary_cleaner.output.tail_pb
-0.42
rougher.state.floatbank10_d_air
0.42
secondary_cleaner.output.tail_ag
-0.40
secondary_cleaner.state.floatbank5_a_level
0.40
secondary_cleaner.state.floatbank4_a_level
0.40
rougher.state.floatbank10_f_air
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-649.8809814453125
2
<0.1%
-451.9396362304688
1
<0.1%
-494.5980355547416
1
<0.1%
-499.85853022859686
1
<0.1%
-498.5396822437244
1
<0.1%
-500.3571588143879
1
<0.1%
-500.236904493735
1
<0.1%
-500.3992633313823
1
<0.1%
-499.8842861826636
1
<0.1%
-504.7946775590554
1
<0.1%
-500.9729340653032
1
<0.1%
-501.9873768423243
1
<0.1%
-498.7737001465834
1
<0.1%
-500.9648908917309
1
<0.1%
-499.9137624386305
1
<0.1%
SMALLEST VALUES
-649.9492825412451
1
<0.1%
-649.9467691537548
1
<0.1%
-649.9369278876295
1
<0.1%
-649.9366526460699
1
<0.1%
-649.9265361383851
1
<0.1%
-649.9166941549428
1
<0.1%
-649.9164196307003
1
<0.1%
-649.9063031230154
1
<0.1%
-649.8964604222558
1
<0.1%
-649.8961866153306
1
<0.1%
-649.8860701076458
1
<0.1%
-649.8809814453125
2
<0.1%
-649.8615905387101
1
<0.1%
-649.8070196316409
1
<0.1%
-649.7841861958682
1
<0.1%
LARGEST VALUES
-191.7184797717884
1
<0.1%
-243.84637636667784
1
<0.1%
-249.8010425634993
1
<0.1%
-254.17419477672283
1
<0.1%
-258.30093872609416
1
<0.1%
-284.0846077338813
1
<0.1%
-286.37511747321184
1
<0.1%
-286.5895805813215
1
<0.1%
-292.465274891324
1
<0.1%
-292.9392381744988
1
<0.1%
-293.11846632247017
1
<0.1%
-293.32238163989643
1
<0.1%
-295.0019177554725
1
<0.1%
-295.1107179326043
1
<0.1%
-295.2949602764748
1
<0.1%
secondary_cleaner.output.tail_ag
MISSING:
2
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.output.tail_pb
0.65
secondary_cleaner.state.floatbank2_b_level
0.49
secondary_cleaner.state.floatbank2_a_level
0.47
rougher.state.floatbank10_c_air
-0.44
secondary_cleaner.state.floatbank2_a_air
0.44
rougher.state.floatbank10_d_air
-0.43
primary_cleaner.output.tail_ag
0.43
rougher.state.floatbank10_b_air
-0.43
rougher.state.floatbank10_b_level
-0.41
rougher.state.floatbank10_c_level
-0.41
primary_cleaner.output.tail_pb
0.41
rougher.state.floatbank10_f_level
-0.40
rougher.state.floatbank10_d_level
-0.40
rougher.state.floatbank10_e_level
-0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
849
4.4%
16.059268951416016
6
<0.1%
18.263404846191406
5
<0.1%
16.761260986328125
3
<0.1%
16.703020095825195
2
<0.1%
17.011648178100586
2
<0.1%
17.313031977311653
1
<0.1%
16.911989272791413
1
<0.1%
16.890357100905273
1
<0.1%
16.969256525390747
1
<0.1%
17.176059392111792
1
<0.1%
16.652931506284318
1
<0.1%
16.79982850966735
1
<0.1%
15.703450898721671
1
<0.1%
16.96081982893503
1
<0.1%
SMALLEST VALUES
0.0
849
4.4%
0.0174094229287099
1
<0.1%
0.1675733191409542
1
<0.1%
0.2481636109268584
1
<0.1%
0.2953601671824193
1
<0.1%
0.2960314482352825
1
<0.1%
0.3186832724119934
1
<0.1%
0.3392474368723318
1
<0.1%
0.4260147514888862
1
<0.1%
0.4478197014941179
1
<0.1%
0.5354363511519842
1
<0.1%
0.5886910738708038
1
<0.1%
0.6156498241093423
1
<0.1%
0.7964570209598807
1
<0.1%
0.8206120201786689
1
<0.1%
LARGEST VALUES
23.264738336018237
1
<0.1%
22.554791365668912
1
<0.1%
22.346986882194184
1
<0.1%
22.034133904991343
1
<0.1%
21.86281715714438
1
<0.1%
21.80767707964868
1
<0.1%
21.78988534523481
1
<0.1%
21.39974120378302
1
<0.1%
21.29576307269265
1
<0.1%
21.276632465692717
1
<0.1%
21.24344421885825
1
<0.1%
21.200101204061035
1
<0.1%
21.18513494025502
1
<0.1%
21.18044395397321
1
<0.1%
21.17258508444775
1
<0.1%
secondary_cleaner.output.tail_pb
MISSING:
12
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.output.tail_ag
0.65
primary_cleaner.output.tail_pb
0.53
secondary_cleaner.state.floatbank6_a_air
-0.51
rougher.state.floatbank10_d_air
-0.50
rougher.state.floatbank10_c_air
-0.50
rougher.state.floatbank10_b_air
-0.48
rougher.output.tail_ag
-0.48
rougher.state.floatbank10_a_level
0.48
secondary_cleaner.output.tail_au
0.43
primary_cleaner.output.tail_ag
0.42
rougher.state.floatbank10_f_level
-0.42
rougher.state.floatbank10_b_level
-0.42
rougher.state.floatbank10_c_level
-0.42
rougher.state.floatbank10_e_level
-0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
849
4.4%
9.4521484375
6
<0.1%
8.1396484375
5
<0.1%
12.8896484375
3
<0.1%
9.8896484375
2
<0.1%
9.0146484375
2
<0.1%
5.91357421875
2
<0.1%
3.409912109375
2
<0.1%
4.03857421875
2
<0.1%
8.2021484375
2
<0.1%
7.933573845057852
1
<0.1%
8.778842585086823
1
<0.1%
7.9988103882368256
1
<0.1%
8.667613206969367
1
<0.1%
8.598561480575137
1
<0.1%
SMALLEST VALUES
0.0
849
4.4%
0.0075137072925766
1
<0.1%
0.0653704850520524
1
<0.1%
0.0733677399096389
1
<0.1%
0.1003725524880509
1
<0.1%
0.1037845109806706
1
<0.1%
0.1124996484909206
1
<0.1%
0.1270864162401509
1
<0.1%
0.1349313000403344
1
<0.1%
0.1388524449916763
1
<0.1%
0.1407658216853936
1
<0.1%
0.1779015892909632
1
<0.1%
0.1786143247948752
1
<0.1%
0.1844077081927874
1
<0.1%
0.185040362471514
1
<0.1%
LARGEST VALUES
17.042504875924852
1
<0.1%
17.02882835335202
1
<0.1%
16.788706141048007
1
<0.1%
16.784315054681567
1
<0.1%
16.783705754280092
1
<0.1%
16.707873645888437
1
<0.1%
16.65627680460612
1
<0.1%
16.432726696862115
1
<0.1%
16.421467555893788
1
<0.1%
16.31080334822337
1
<0.1%
16.09400668328007
1
<0.1%
16.052657494909234
1
<0.1%
16.02774219217814
1
<0.1%
15.851404545141593
1
<0.1%
15.796208262720866
1
<0.1%
secondary_cleaner.output.tail_sol
MISSING:
1,748
(9%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
rougher.state.floatbank10_a_level
-0.61
rougher.output.tail_ag
0.46
primary_cleaner.output.tail_sol
0.40
secondary_cleaner.state.floatbank2_a_level
0.37
primary_cleaner.input.feed_size
0.36
rougher.output.tail_au
0.36
secondary_cleaner.state.floatbank2_b_level
0.36
final.output.concentrate_sol
0.35
secondary_cleaner.state.floatbank6_a_air
0.34
rougher.state.floatbank10_d_air
0.34
secondary_cleaner.state.floatbank4_a_air
-0.33
rougher.state.floatbank10_c_air
0.33
secondary_cleaner.output.tail_pb
-0.33
rougher.input.feed_size
-0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
849
4.8%
3.925537109375
6
<0.1%
2.316162109375
5
<0.1%
6.88232421875
2
<0.1%
12.2646484375
2
<0.1%
8.7646484375
2
<0.1%
5.771845308409798
1
<0.1%
5.4399328443739146
1
<0.1%
5.720684820281135
1
<0.1%
5.238761601712969
1
<0.1%
3.844523776421944
1
<0.1%
5.17881850388315
1
<0.1%
5.393310460249583
1
<0.1%
5.847909489605162
1
<0.1%
5.192302721871269
1
<0.1%
SMALLEST VALUES
0.0
849
4.8%
0.0148978660001012
1
<0.1%
0.0217190071195364
1
<0.1%
0.0244512676188929
1
<0.1%
0.0361831331414092
1
<0.1%
0.0504556549925958
1
<0.1%
0.059618592007941
1
<0.1%
0.0632659094037222
1
<0.1%
0.0635364498997862
1
<0.1%
0.0683889904859097
1
<0.1%
0.0846138343297772
1
<0.1%
0.0900182149421319
1
<0.1%
0.0907918512733239
1
<0.1%
0.0988715529379745
1
<0.1%
0.0997973996843373
1
<0.1%
LARGEST VALUES
26.000771830346853
1
<0.1%
17.976171024640397
1
<0.1%
17.451713241439105
1
<0.1%
16.994576256010266
1
<0.1%
16.94628947575887
1
<0.1%
16.55881046295166
1
<0.1%
16.552430070771113
1
<0.1%
16.529296875
1
<0.1%
16.395272892846002
1
<0.1%
16.352793754066028
1
<0.1%
16.332989446421465
1
<0.1%
16.293396245953108
1
<0.1%
16.254290261798438
1
<0.1%
16.238094588716823
1
<0.1%
16.21269961833954
1
<0.1%
secondary_cleaner.output.tail_au
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
primary_cleaner.output.tail_au
0.52
final.output.tail_au
0.46
secondary_cleaner.output.tail_pb
0.43
secondary_cleaner.output.tail_ag
0.35
final.output.recovery
-0.33
secondary_cleaner.state.floatbank2_b_level
0.28
secondary_cleaner.state.floatbank2_a_level
0.28
secondary_cleaner.state.floatbank3_a_air
-0.27
secondary_cleaner.state.floatbank3_b_air
-0.25
rougher.state.floatbank10_d_air
-0.25
rougher.input.floatbank11_sulfate
0.24
rougher.state.floatbank10_b_air
-0.24
rougher.state.floatbank10_f_air
-0.23
rougher.state.floatbank10_c_air
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
0.0
849
4.4%
4.194918632507323
6
<0.1%
3.951134443283081
5
<0.1%
2.1402912139892583
3
<0.1%
2.035309314727783
2
<0.1%
6.902626514434815
2
<0.1%
3.3588388383306502
1
<0.1%
2.995086276984346
1
<0.1%
3.0289771244866537
1
<0.1%
3.073218086316213
1
<0.1%
2.9318478092152933
1
<0.1%
3.0414625833406426
1
<0.1%
3.2052386023758874
1
<0.1%
2.961428992176089
1
<0.1%
3.0033965921156835
1
<0.1%
SMALLEST VALUES
0.0
849
4.4%
0.0058769491887081
1
<0.1%
0.0335287499855096
1
<0.1%
0.0404780720237694
1
<0.1%
0.0422541277542323
1
<0.1%
0.0511516822069885
1
<0.1%
0.0609567970642062
1
<0.1%
0.0682207537573655
1
<0.1%
0.0724013023103634
1
<0.1%
0.1351530387976405
1
<0.1%
0.1522662781751821
1
<0.1%
0.1846409251806068
1
<0.1%
0.1958610688578422
1
<0.1%
0.227628115959556
1
<0.1%
0.233953015297781
1
<0.1%
LARGEST VALUES
26.81164286593949
1
<0.1%
25.65054523585977
1
<0.1%
25.44012810338272
1
<0.1%
25.21777081418839
1
<0.1%
25.194447076001524
1
<0.1%
25.11349952468096
1
<0.1%
25.060558624342143
1
<0.1%
25.01942407563219
1
<0.1%
24.98463871947575
1
<0.1%
24.84798643406002
1
<0.1%
24.827962660941
1
<0.1%
24.744743409757422
1
<0.1%
24.7220065888701
1
<0.1%
24.71431915841564
1
<0.1%
24.62853285544909
1
<0.1%
secondary_cleaner.state.floatbank2_a_air
MISSING:
220
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank2_b_air
0.88
secondary_cleaner.state.floatbank2_b_level
0.51
secondary_cleaner.state.floatbank2_a_level
0.51
secondary_cleaner.state.floatbank4_a_air
0.47
secondary_cleaner.output.tail_ag
0.44
secondary_cleaner.state.floatbank4_b_air
0.41
secondary_cleaner.state.floatbank3_a_air
0.41
secondary_cleaner.state.floatbank5_b_air
0.41
secondary_cleaner.state.floatbank5_a_air
0.38
secondary_cleaner.output.tail_pb
0.36
primary_cleaner.state.floatbank8_c_air
0.33
secondary_cleaner.state.floatbank3_b_air
0.31
primary_cleaner.state.floatbank8_a_air
0.30
rougher.state.floatbank10_a_level
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
25.319265365600582
2
<0.1%
26.115199149925733
1
<0.1%
26.10057545191544
1
<0.1%
26.07298990706016
1
<0.1%
26.045404362204884
1
<0.1%
26.01781881734961
1
<0.1%
25.99025239883868
1
<0.1%
26.00499598214045
1
<0.1%
26.058582711486785
1
<0.1%
25.92798858354763
1
<0.1%
26.05815352702434
1
<0.1%
25.92800267406732
1
<0.1%
25.93918646132653
1
<0.1%
25.93078198242901
1
<0.1%
25.89664894717616
1
<0.1%
SMALLEST VALUES
0.0775025574958832
1
<0.1%
0.1220129463019562
1
<0.1%
0.1425403387677508
1
<0.1%
0.1440420449045963
1
<0.1%
0.1627968877969555
1
<0.1%
0.1654316327144127
1
<0.1%
0.1711642526553127
1
<0.1%
0.1724820807731179
1
<0.1%
0.1729843456837942
1
<0.1%
0.1740051930681562
1
<0.1%
0.1742315870774578
1
<0.1%
0.195610726394316
1
<0.1%
0.1967667507093996
1
<0.1%
0.1992571114598592
1
<0.1%
0.2004919226004577
1
<0.1%
LARGEST VALUES
52.65139882162119
1
<0.1%
50.52789074323425
1
<0.1%
48.82278094606722
1
<0.1%
48.07198942763544
1
<0.1%
46.91760519754703
1
<0.1%
46.55128110134911
1
<0.1%
44.64774774907429
1
<0.1%
43.208214397093066
1
<0.1%
43.08269387863975
1
<0.1%
42.96430496012615
1
<0.1%
42.68573053307271
1
<0.1%
42.58979590932398
1
<0.1%
42.53257692242536
1
<0.1%
42.3667197268604
1
<0.1%
42.29487481173209
1
<0.1%
secondary_cleaner.state.floatbank2_a_level
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank2_b_level
0.90
secondary_cleaner.state.floatbank2_a_air
0.51
secondary_cleaner.output.tail_ag
0.47
secondary_cleaner.state.floatbank2_b_air
0.41
secondary_cleaner.output.tail_sol
0.37
secondary_cleaner.output.tail_au
0.28
secondary_cleaner.output.tail_pb
0.24
secondary_cleaner.state.floatbank5_b_air
-0.21
secondary_cleaner.state.floatbank3_b_level
0.21
secondary_cleaner.state.floatbank4_b_air
-0.21
secondary_cleaner.state.floatbank5_a_air
-0.20
rougher.state.floatbank10_a_air
-0.19
rougher.input.feed_rate
0.18
primary_cleaner.state.floatbank8_a_level
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-498.5264892578125
1
<0.1%
-499.73145910507554
1
<0.1%
-499.8235525098904
1
<0.1%
-500.2316354723745
1
<0.1%
-499.8268357482637
1
<0.1%
-499.964641064487
1
<0.1%
-499.915174052492
1
<0.1%
-499.6541062527825
1
<0.1%
-500.0908958702549
1
<0.1%
-499.9448019067132
1
<0.1%
-499.7487172356726
1
<0.1%
-500.2358977258965
1
<0.1%
-499.9628522681389
1
<0.1%
-499.77679720937033
1
<0.1%
-500.1255328431147
1
<0.1%
SMALLEST VALUES
-799.6064406505061
1
<0.1%
-799.6057617041215
1
<0.1%
-799.6027237032257
1
<0.1%
-799.5990067559454
1
<0.1%
-799.5988511232124
1
<0.1%
-799.5980434151097
1
<0.1%
-799.5965625788893
1
<0.1%
-799.5963300105212
1
<0.1%
-799.5963079204365
1
<0.1%
-799.5960359485774
1
<0.1%
-799.5952898086654
1
<0.1%
-799.5946166059331
1
<0.1%
-799.5942125873507
1
<0.1%
-799.5929791745406
1
<0.1%
-799.5929032013447
1
<0.1%
LARGEST VALUES
-127.87556529194616
1
<0.1%
-166.9331031907463
1
<0.1%
-172.6390776327298
1
<0.1%
-179.58385671754428
1
<0.1%
-194.45562031819452
1
<0.1%
-203.804751218495
1
<0.1%
-207.03883945169855
1
<0.1%
-207.06802328390623
1
<0.1%
-208.55235806099307
1
<0.1%
-216.45528903656088
1
<0.1%
-218.0201630069279
1
<0.1%
-224.57656839676568
1
<0.1%
-237.69595981461484
1
<0.1%
-238.03051595731915
1
<0.1%
-243.64982274596127
1
<0.1%
secondary_cleaner.state.floatbank2_b_air
MISSING:
23
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank2_a_air
0.88
secondary_cleaner.state.floatbank4_b_air
0.54
secondary_cleaner.state.floatbank3_b_air
0.51
secondary_cleaner.state.floatbank3_a_air
0.48
secondary_cleaner.state.floatbank5_b_air
0.48
secondary_cleaner.state.floatbank4_a_air
0.43
secondary_cleaner.state.floatbank2_b_level
0.41
secondary_cleaner.state.floatbank2_a_level
0.41
secondary_cleaner.state.floatbank5_a_air
0.38
secondary_cleaner.output.tail_ag
0.37
primary_cleaner.state.floatbank8_c_air
0.34
primary_cleaner.state.floatbank8_a_air
0.31
rougher.state.floatbank10_a_air
0.29
primary_cleaner.state.floatbank8_b_air
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1.4287966821244802e-17
66
0.3%
1.0259545622041334e-16
39
0.2%
2.1634080417222903e-16
19
<0.1%
0.0
8
<0.1%
8.210019869675627e-18
5
<0.1%
4.178749695006405e-17
4
<0.1%
24.106290660933308
1
<0.1%
24.10464013362673
1
<0.1%
24.06825671421773
1
<0.1%
24.102894132449087
1
<0.1%
24.096688353284677
1
<0.1%
24.084240493481907
1
<0.1%
24.071850469367472
1
<0.1%
24.064236398143183
1
<0.1%
24.08021533206843
1
<0.1%
SMALLEST VALUES
0.0
8
<0.1%
6.7781011855901565e-18
1
<0.1%
8.210019869675627e-18
5
<0.1%
9.309321424987273e-18
1
<0.1%
1.2765265003308075e-17
1
<0.1%
1.4287966821244802e-17
66
0.3%
1.6300156895527853e-17
1
<0.1%
1.9835048787747638e-17
1
<0.1%
2.232507368285296e-17
1
<0.1%
2.2365170311987525e-17
1
<0.1%
2.3369940679967408e-17
1
<0.1%
2.4003398625871448e-17
1
<0.1%
2.536273367308075e-17
1
<0.1%
2.6470460457513008e-17
1
<0.1%
2.6807611496517606e-17
1
<0.1%
LARGEST VALUES
35.15212196778239
1
<0.1%
35.08958285223052
1
<0.1%
35.07977412222921
1
<0.1%
35.07775230001917
1
<0.1%
35.066036204145746
1
<0.1%
35.06366538500969
1
<0.1%
35.06267913978549
1
<0.1%
35.06013016446519
1
<0.1%
35.05327665788917
1
<0.1%
35.04956302799224
1
<0.1%
35.04919237721477
1
<0.1%
35.04841031289028
1
<0.1%
35.046501474182485
1
<0.1%
35.043922104383405
1
<0.1%
35.03994604194111
1
<0.1%
secondary_cleaner.state.floatbank2_b_level
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank2_a_level
0.90
secondary_cleaner.state.floatbank2_a_air
0.51
secondary_cleaner.output.tail_ag
0.49
secondary_cleaner.state.floatbank2_b_air
0.41
secondary_cleaner.output.tail_sol
0.36
secondary_cleaner.output.tail_au
0.28
secondary_cleaner.output.tail_pb
0.26
secondary_cleaner.state.floatbank3_b_level
0.21
rougher.input.floatbank11_sulfate
0.21
rougher.input.feed_rate
0.19
rougher.state.floatbank10_a_air
-0.18
secondary_cleaner.state.floatbank5_b_air
-0.17
secondary_cleaner.state.floatbank4_b_air
-0.17
secondary_cleaner.state.floatbank5_a_air
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-501.4062805175781
1
<0.1%
-499.9682976225004
1
<0.1%
-499.8870678179432
1
<0.1%
-500.0531262422804
1
<0.1%
-500.2408953720677
1
<0.1%
-499.81401769408654
1
<0.1%
-500.0800641859433
1
<0.1%
-500.3243623969981
1
<0.1%
-500.0146226769171
1
<0.1%
-499.8247181002418
1
<0.1%
-499.8553837130016
1
<0.1%
-499.9123798664145
1
<0.1%
-500.16812144067137
1
<0.1%
-499.9444942303579
1
<0.1%
-500.1037595723937
1
<0.1%
SMALLEST VALUES
-799.8738782248871
1
<0.1%
-799.8702924552507
1
<0.1%
-799.8628945840163
1
<0.1%
-799.8626134415542
1
<0.1%
-799.8549344278574
1
<0.1%
-799.8472554141606
1
<0.1%
-799.839576400464
1
<0.1%
-799.8263668069214
1
<0.1%
-799.8190169768117
1
<0.1%
-799.8116671467026
1
<0.1%
-799.8043173165934
1
<0.1%
-799.7905360319131
1
<0.1%
-799.7679293316952
1
<0.1%
-799.7625010399278
1
<0.1%
-799.6646857819618
1
<0.1%
LARGEST VALUES
-211.9992726088799
1
<0.1%
-212.0646651391241
1
<0.1%
-216.6608138838881
1
<0.1%
-221.68480157876087
1
<0.1%
-223.045322626434
1
<0.1%
-224.82832593634163
1
<0.1%
-232.0715490585817
1
<0.1%
-235.5838011370007
1
<0.1%
-238.91876352727863
1
<0.1%
-241.6294535574239
1
<0.1%
-251.52701766486695
1
<0.1%
-251.7027414560322
1
<0.1%
-253.62941728198425
1
<0.1%
-255.33271047473943
1
<0.1%
-262.36728379680176
1
<0.1%
secondary_cleaner.state.floatbank3_a_air
MISSING:
13
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank3_b_air
0.77
secondary_cleaner.state.floatbank5_b_air
0.70
secondary_cleaner.state.floatbank4_b_air
0.69
secondary_cleaner.state.floatbank5_a_air
0.64
secondary_cleaner.state.floatbank4_a_air
0.64
primary_cleaner.state.floatbank8_c_air
0.49
secondary_cleaner.state.floatbank2_b_air
0.48
primary_cleaner.state.floatbank8_a_air
0.47
primary_cleaner.state.floatbank8_b_air
0.46
rougher.state.floatbank10_a_air
0.43
secondary_cleaner.state.floatbank2_a_air
0.41
secondary_cleaner.state.floatbank3_a_level
0.37
secondary_cleaner.state.floatbank6_a_air
0.36
rougher.state.floatbank10_a_level
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
8.39509177100314e-17
37
0.2%
1.957942465613427e-17
20
0.1%
1.9325893136642278e-16
8
<0.1%
8.299144775647398e-17
8
<0.1%
1.8335980968111552e-21
4
<0.1%
0.0
2
<0.1%
24.005903137025918
1
<0.1%
24.00146100004569
1
<0.1%
24.015253288501054
1
<0.1%
23.961845394455853
1
<0.1%
25.14645322361321
1
<0.1%
29.02480019281645
1
<0.1%
23.95080954893241
1
<0.1%
25.25281978596723
1
<0.1%
23.998140672415
1
<0.1%
SMALLEST VALUES
0.0
2
<0.1%
1.8335980968111552e-21
4
<0.1%
1.957942465613427e-17
20
0.1%
2.4952257616130236e-17
1
<0.1%
3.309030735068273e-17
1
<0.1%
4.122835708523526e-17
1
<0.1%
4.936640681978777e-17
1
<0.1%
5.750445655434028e-17
1
<0.1%
6.56425062888928e-17
1
<0.1%
7.37805560234453e-17
1
<0.1%
8.166374128589316e-17
1
<0.1%
8.299144775647398e-17
8
<0.1%
8.39509177100314e-17
37
0.2%
8.854823398408777e-17
1
<0.1%
1.9325893136642278e-16
8
<0.1%
LARGEST VALUES
44.26046364951683
1
<0.1%
44.0644101333078
1
<0.1%
44.03393973400834
1
<0.1%
44.02599798335815
1
<0.1%
44.01943408074982
1
<0.1%
44.01816356091538
1
<0.1%
44.01485756577001
1
<0.1%
44.01245959178713
1
<0.1%
44.01138895189451
1
<0.1%
43.9999889886499
1
<0.1%
43.998492780560206
1
<0.1%
43.9980567290893
1
<0.1%
43.99239321340817
1
<0.1%
43.99195496374868
1
<0.1%
43.98244518295412
1
<0.1%
secondary_cleaner.state.floatbank3_a_level
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank3_b_level
0.73
secondary_cleaner.state.floatbank4_a_level
0.62
secondary_cleaner.state.floatbank5_a_level
0.62
secondary_cleaner.state.floatbank5_b_level
0.51
secondary_cleaner.state.floatbank6_a_air
0.40
secondary_cleaner.state.floatbank3_a_air
0.37
rougher.state.floatbank10_c_level
0.37
rougher.state.floatbank10_b_level
0.36
rougher.state.floatbank10_d_level
0.36
rougher.state.floatbank10_f_level
0.34
rougher.state.floatbank10_e_level
0.34
rougher.state.floatbank10_b_air
0.31
secondary_cleaner.state.floatbank4_b_level
0.31
rougher.state.floatbank10_c_air
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-495.2628173828125
1
<0.1%
-499.5470958497382
1
<0.1%
-500.2360403582475
1
<0.1%
-499.7615993371062
1
<0.1%
-499.4795790851055
1
<0.1%
-499.4910210575417
1
<0.1%
-499.8172739286408
1
<0.1%
-499.8915612739737
1
<0.1%
-500.83387486539
1
<0.1%
-500.047229977384
1
<0.1%
-500.0199707085605
1
<0.1%
-500.0698434115374
1
<0.1%
-499.7377775296914
1
<0.1%
-499.7978541169997
1
<0.1%
-500.4374114142759
1
<0.1%
SMALLEST VALUES
-799.7557983398438
1
<0.1%
-799.6130133845363
1
<0.1%
-799.6092193381066
1
<0.1%
-799.6076145231508
1
<0.1%
-799.6072675861807
1
<0.1%
-799.6069206492108
1
<0.1%
-799.5869072111595
1
<0.1%
-799.5862005489593
1
<0.1%
-799.5846376729003
1
<0.1%
-799.5842647146872
1
<0.1%
-799.5830747968413
1
<0.1%
-799.5815119207791
1
<0.1%
-799.581283475092
1
<0.1%
-799.5810467346774
1
<0.1%
-799.5783022354973
1
<0.1%
LARGEST VALUES
-191.67881012625705
1
<0.1%
-246.3963237514912
1
<0.1%
-246.47985970649563
1
<0.1%
-252.8782958396096
1
<0.1%
-262.8434118218666
1
<0.1%
-263.47495995285874
1
<0.1%
-274.0507941202654
1
<0.1%
-276.45478591751703
1
<0.1%
-279.54405942050784
1
<0.1%
-285.43467847468463
1
<0.1%
-287.4822813606075
1
<0.1%
-287.81710365355667
1
<0.1%
-288.27546076107484
1
<0.1%
-288.42448552163467
1
<0.1%
-288.5078345976204
1
<0.1%
secondary_cleaner.state.floatbank3_b_air
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank3_a_air
0.77
secondary_cleaner.state.floatbank5_b_air
0.59
secondary_cleaner.state.floatbank4_b_air
0.58
secondary_cleaner.state.floatbank2_b_air
0.51
secondary_cleaner.state.floatbank5_a_air
0.47
primary_cleaner.state.floatbank8_c_air
0.40
secondary_cleaner.state.floatbank6_a_air
0.39
primary_cleaner.state.floatbank8_b_air
0.38
primary_cleaner.state.floatbank8_a_air
0.38
secondary_cleaner.state.floatbank4_a_air
0.37
secondary_cleaner.state.floatbank2_a_air
0.31
secondary_cleaner.state.floatbank3_a_level
0.29
rougher.state.floatbank10_f_air
0.27
secondary_cleaner.output.tail_au
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1.5215874871349634e-17
112
0.6%
1.1584374634718514e-16
7
<0.1%
6.1372560535208195e-22
4
<0.1%
21.94040870666504
1
<0.1%
18.99249237913536
1
<0.1%
19.006195859734813
1
<0.1%
18.99370238937979
1
<0.1%
18.96485455027269
1
<0.1%
18.952817578133143
1
<0.1%
18.996785681194982
1
<0.1%
18.951808703407742
1
<0.1%
18.994843847530667
1
<0.1%
19.02257880065968
1
<0.1%
19.043008441975104
1
<0.1%
18.989024357669862
1
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
6.1372560535208195e-22
4
<0.1%
1.5215874871349634e-17
112
0.6%
1.1584374634718514e-16
7
<0.1%
3.130302961285025e-10
1
<0.1%
7.771139531014416e-05
1
<0.1%
0.0001732186552936
1
<0.1%
0.0002627423779391
1
<0.1%
0.0019403701853934
1
<0.1%
0.0023466362910686
1
<0.1%
0.003828789657329
1
<0.1%
0.0057172091292646
1
<0.1%
0.0076056286012002
1
<0.1%
0.0094940480731358
1
<0.1%
0.0113824675450714
1
<0.1%
LARGEST VALUES
35.072840627699605
1
<0.1%
35.06221052926639
1
<0.1%
35.06089015116066
1
<0.1%
35.05423848866576
1
<0.1%
35.052307853125924
1
<0.1%
35.051488208318425
1
<0.1%
35.050290683799794
1
<0.1%
35.04783887608556
1
<0.1%
35.04691155200324
1
<0.1%
35.0460477891366
1
<0.1%
35.045332715605426
1
<0.1%
35.04292981233717
1
<0.1%
35.04267662097789
1
<0.1%
35.041922699946696
1
<0.1%
35.04189108383784
1
<0.1%
secondary_cleaner.state.floatbank3_b_level
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank3_a_level
0.73
secondary_cleaner.state.floatbank5_a_level
0.52
secondary_cleaner.state.floatbank5_b_level
0.42
secondary_cleaner.state.floatbank4_a_level
0.35
secondary_cleaner.state.floatbank4_b_air
-0.22
secondary_cleaner.state.floatbank6_a_level
0.21
secondary_cleaner.state.floatbank2_b_level
0.21
rougher.state.floatbank10_b_air
0.21
secondary_cleaner.state.floatbank2_a_level
0.21
primary_cleaner.output.tail_pb
-0.20
secondary_cleaner.state.floatbank5_b_air
-0.20
secondary_cleaner.state.floatbank4_b_level
0.19
rougher.state.floatbank10_c_air
0.19
rougher.state.floatbank10_c_level
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-499.3409729003906
1
<0.1%
-499.9610473741885
1
<0.1%
-499.970365874776
1
<0.1%
-499.8860924917233
1
<0.1%
-499.7238594020968
1
<0.1%
-500.08196673847686
1
<0.1%
-500.0921393927771
1
<0.1%
-500.2074613134778
1
<0.1%
-500.2848249395572
1
<0.1%
-499.9823060227517
1
<0.1%
-500.1459868416126
1
<0.1%
-499.9416630323165
1
<0.1%
-500.0050943589897
1
<0.1%
-500.0458699805292
1
<0.1%
-499.9686312879818
1
<0.1%
SMALLEST VALUES
-809.3330078125
1
<0.1%
-809.2474971010562
1
<0.1%
-809.1643508358809
1
<0.1%
-809.1069142405768
1
<0.1%
-809.0494776452726
1
<0.1%
-809.0485183254594
1
<0.1%
-808.9920410499685
1
<0.1%
-808.9346044546645
1
<0.1%
-808.8771678593604
1
<0.1%
-808.8197312640566
1
<0.1%
-759.1773808972199
1
<0.1%
-758.764444071895
1
<0.1%
-758.6523333081932
1
<0.1%
-758.4437652949142
1
<0.1%
-758.2995013617045
1
<0.1%
LARGEST VALUES
-159.74233084492997
1
<0.1%
-159.79751633077296
1
<0.1%
-163.8885393350584
1
<0.1%
-179.1579136980887
1
<0.1%
-186.5300069369013
1
<0.1%
-194.46683774915616
1
<0.1%
-195.45854464695137
1
<0.1%
-202.2773661996642
1
<0.1%
-205.30817790328703
1
<0.1%
-212.73885087568385
1
<0.1%
-218.7654543625644
1
<0.1%
-224.13184271506347
1
<0.1%
-228.48056127821303
1
<0.1%
-233.3741691057497
1
<0.1%
-239.20590264648845
1
<0.1%
secondary_cleaner.state.floatbank4_a_air
MISSING:
6
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank4_b_air
0.85
secondary_cleaner.state.floatbank5_a_air
0.77
secondary_cleaner.state.floatbank5_b_air
0.73
secondary_cleaner.state.floatbank3_a_air
0.64
primary_cleaner.state.floatbank8_c_air
0.57
primary_cleaner.state.floatbank8_a_air
0.55
rougher.state.floatbank10_a_air
0.55
rougher.state.floatbank10_a_level
0.54
primary_cleaner.state.floatbank8_b_air
0.54
secondary_cleaner.state.floatbank2_a_air
0.47
secondary_cleaner.state.floatbank2_b_air
0.43
rougher.output.tail_au
-0.38
secondary_cleaner.state.floatbank3_b_air
0.37
primary_cleaner.state.floatbank8_d_air
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
1.0798715180193196e-16
11
<0.1%
14.01683521270752
1
<0.1%
16.998133233948277
1
<0.1%
16.986928638629312
1
<0.1%
17.023446425666524
1
<0.1%
16.988588126746887
1
<0.1%
17.003291418313562
1
<0.1%
16.995745430461135
1
<0.1%
16.994908797613867
1
<0.1%
16.96785113715088
1
<0.1%
17.006365953802646
1
<0.1%
16.98921256437749
1
<0.1%
17.023822583547478
1
<0.1%
16.985698683401743
1
<0.1%
17.001936733684914
1
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
1.0798715180193196e-16
11
<0.1%
2.706260771034864e-10
1
<0.1%
7.271604704341104e-05
1
<0.1%
0.0007949184247706
1
<0.1%
0.0072623420378956
1
<0.1%
0.014843566072707
1
<0.1%
0.0208711372902947
1
<0.1%
0.0224247901075184
1
<0.1%
0.0277463114883836
1
<0.1%
0.0300060141423299
1
<0.1%
0.0346214856864725
1
<0.1%
0.0375872381771413
1
<0.1%
0.0414966598845614
1
<0.1%
0.0451684622119527
1
<0.1%
LARGEST VALUES
30.115735428726765
1
<0.1%
30.08450010676005
1
<0.1%
30.078766073693927
1
<0.1%
30.075581037066783
1
<0.1%
30.07549948452091
1
<0.1%
30.074956455294288
1
<0.1%
30.07398160429234
1
<0.1%
30.073770676327012
1
<0.1%
30.0724561138268
1
<0.1%
30.068235565582015
1
<0.1%
30.06787664414649
1
<0.1%
30.067327983309088
1
<0.1%
30.06704686298839
1
<0.1%
30.066684788373035
1
<0.1%
30.065019881237607
1
<0.1%
secondary_cleaner.state.floatbank4_a_level
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_a_level
0.74
secondary_cleaner.state.floatbank5_b_level
0.63
secondary_cleaner.state.floatbank3_a_level
0.62
secondary_cleaner.state.floatbank4_b_level
0.55
secondary_cleaner.state.floatbank6_a_air
0.50
rougher.state.floatbank10_c_level
0.43
rougher.state.floatbank10_b_level
0.42
rougher.state.floatbank10_d_level
0.42
rougher.state.floatbank10_f_level
0.40
rougher.state.floatbank10_e_level
0.40
secondary_cleaner.state.floatbank3_b_level
0.35
secondary_cleaner.state.floatbank4_a_air
0.33
primary_cleaner.state.floatbank8_c_air
0.32
primary_cleaner.state.floatbank8_b_air
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-502.4880065917969
1
<0.1%
-499.52643436730006
1
<0.1%
-508.7650467242957
1
<0.1%
-493.88127845220015
1
<0.1%
-497.9003131721017
1
<0.1%
-499.0226088997071
1
<0.1%
-501.063986494064
1
<0.1%
-498.0587289005719
1
<0.1%
-501.44686847408167
1
<0.1%
-500.9271034384532
1
<0.1%
-501.2514081814904
1
<0.1%
-497.78882428569534
1
<0.1%
-500.9070166625086
1
<0.1%
-498.90299853076345
1
<0.1%
-501.3829507868776
1
<0.1%
SMALLEST VALUES
-799.7985229492188
1
<0.1%
-799.7090690926949
1
<0.1%
-799.7067565920906
1
<0.1%
-799.7056666946669
1
<0.1%
-799.705387627493
1
<0.1%
-799.705248093906
1
<0.1%
-799.7051085603191
1
<0.1%
-799.7049690267322
1
<0.1%
-799.7048294931453
1
<0.1%
-799.6914689548619
1
<0.1%
-799.6834448858156
1
<0.1%
-799.6816627023732
1
<0.1%
-799.6809849594141
1
<0.1%
-799.6805898442825
1
<0.1%
-799.6777332477898
1
<0.1%
LARGEST VALUES
-245.23918367959504
1
<0.1%
-326.00092991415937
1
<0.1%
-334.92840853087984
1
<0.1%
-351.92200400141843
1
<0.1%
-366.99002129322656
1
<0.1%
-371.0826250012525
1
<0.1%
-371.8986109413267
1
<0.1%
-377.7607683178103
1
<0.1%
-378.0804501644809
1
<0.1%
-380.056554206431
1
<0.1%
-381.3935371257669
1
<0.1%
-382.23132164115486
1
<0.1%
-383.08984507807406
1
<0.1%
-383.3730526517188
1
<0.1%
-384.2112288366944
1
<0.1%
secondary_cleaner.state.floatbank4_b_air
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_b_air
0.86
secondary_cleaner.state.floatbank4_a_air
0.85
secondary_cleaner.state.floatbank5_a_air
0.78
secondary_cleaner.state.floatbank3_a_air
0.69
secondary_cleaner.state.floatbank3_b_air
0.58
primary_cleaner.state.floatbank8_c_air
0.55
secondary_cleaner.state.floatbank2_b_air
0.54
rougher.state.floatbank10_a_air
0.52
primary_cleaner.state.floatbank8_a_air
0.52
primary_cleaner.state.floatbank8_b_air
0.51
rougher.state.floatbank10_a_level
0.45
secondary_cleaner.state.floatbank2_a_air
0.41
rougher.output.tail_au
-0.32
secondary_cleaner.state.floatbank6_a_air
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
2.4897175253974346e-17
19
<0.1%
5.048810005187988
5
<0.1%
16.048255920410153
2
<0.1%
8.306354481866412e-17
2
<0.1%
14.971478668998046
1
<0.1%
15.009335162624868
1
<0.1%
15.042452727539487
1
<0.1%
15.014602025342386
1
<0.1%
14.941334988299644
1
<0.1%
14.940578127079954
1
<0.1%
14.954322835203524
1
<0.1%
14.969073513515164
1
<0.1%
15.005280775061516
1
<0.1%
15.107992321860817
1
<0.1%
14.882980033957429
1
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
2.4897175253974346e-17
19
<0.1%
8.306354481866412e-17
2
<0.1%
2.0301718639537114e-10
1
<0.1%
6.802814105069648e-05
1
<0.1%
0.0235911493933687
1
<0.1%
0.0313623244547282
1
<0.1%
0.0391334995160877
1
<0.1%
0.0469046745774472
1
<0.1%
0.0546758496388067
1
<0.1%
1.0803427625078847
1
<0.1%
1.4972215920137522
1
<0.1%
4.625908474139519
1
<0.1%
4.815716653285373
1
<0.1%
4.8185378517850745
1
<0.1%
LARGEST VALUES
31.26970588999798
1
<0.1%
24.00791269093764
1
<0.1%
24.00372246171239
1
<0.1%
23.988975806554127
1
<0.1%
23.98119797954073
1
<0.1%
23.981054900191868
1
<0.1%
23.98091182084301
1
<0.1%
23.98076874149415
1
<0.1%
23.98062566214529
1
<0.1%
23.97670449149564
1
<0.1%
23.976703278506843
1
<0.1%
23.96115409115324
1
<0.1%
23.146246072141103
1
<0.1%
23.14564982242573
1
<0.1%
23.14493254035296
1
<0.1%
secondary_cleaner.state.floatbank4_b_level
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank4_a_level
0.55
secondary_cleaner.state.floatbank5_a_level
0.42
secondary_cleaner.state.floatbank5_b_level
0.36
rougher.input.floatbank10_sulfate
0.35
secondary_cleaner.state.floatbank3_a_level
0.31
rougher.state.floatbank10_c_level
0.29
rougher.state.floatbank10_d_level
0.28
rougher.state.floatbank10_b_level
0.28
primary_cleaner.output.tail_pb
-0.27
primary_cleaner.output.tail_ag
-0.27
rougher.input.floatbank11_sulfate
0.26
rougher.state.floatbank10_e_level
0.26
rougher.state.floatbank10_f_level
0.26
rougher.state.floatbank10_a_level
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-799.86083984375
3
<0.1%
-504.7159423828125
1
<0.1%
-390.8011420661898
1
<0.1%
-400.9338387218156
1
<0.1%
-399.6643008200325
1
<0.1%
-375.7450572925865
1
<0.1%
-381.92126370992224
1
<0.1%
-401.4668872542408
1
<0.1%
-404.5899838757353
1
<0.1%
-401.504218300205
1
<0.1%
-402.4350427007756
1
<0.1%
-402.7330458151789
1
<0.1%
-405.38672945183816
1
<0.1%
-393.0463238268952
1
<0.1%
-396.8558740671023
1
<0.1%
SMALLEST VALUES
-800.8369140625
1
<0.1%
-799.8891125454303
1
<0.1%
-799.8794094543672
1
<0.1%
-799.8681707613921
1
<0.1%
-799.8647193708597
1
<0.1%
-799.8631064018389
1
<0.1%
-799.8619814641706
1
<0.1%
-799.86083984375
3
<0.1%
-799.8607673255652
1
<0.1%
-799.8605742220624
1
<0.1%
-799.8588318533798
1
<0.1%
-799.8580420422858
1
<0.1%
-799.8566071593103
1
<0.1%
-799.8560795036244
1
<0.1%
-799.855509862509
1
<0.1%
LARGEST VALUES
-6.506986133139549
1
<0.1%
-7.834746167075213
1
<0.1%
-12.4982433216555
1
<0.1%
-13.175555011337392
1
<0.1%
-15.646200769591156
1
<0.1%
-29.652676374851023
1
<0.1%
-44.24430197101765
1
<0.1%
-53.21310103329196
1
<0.1%
-77.90794748747504
1
<0.1%
-110.5503924029583
1
<0.1%
-111.76974513924428
1
<0.1%
-112.1847165006935
1
<0.1%
-112.38584937681593
1
<0.1%
-112.7987045707908
1
<0.1%
-112.97670023860807
1
<0.1%
secondary_cleaner.state.floatbank5_a_air
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_b_air
0.90
secondary_cleaner.state.floatbank4_b_air
0.78
secondary_cleaner.state.floatbank4_a_air
0.77
secondary_cleaner.state.floatbank3_a_air
0.64
primary_cleaner.state.floatbank8_c_air
0.58
primary_cleaner.state.floatbank8_a_air
0.55
primary_cleaner.state.floatbank8_b_air
0.54
secondary_cleaner.state.floatbank6_a_air
0.47
secondary_cleaner.state.floatbank3_b_air
0.47
rougher.state.floatbank10_a_air
0.43
rougher.state.floatbank10_a_level
0.40
secondary_cleaner.state.floatbank2_a_air
0.38
secondary_cleaner.state.floatbank2_b_air
0.38
secondary_cleaner.state.floatbank4_a_level
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
9.925633430480955
1
<0.1%
12.979386322873252
1
<0.1%
13.059619832086463
1
<0.1%
12.97346448808592
1
<0.1%
13.00622042929752
1
<0.1%
13.016850999928057
1
<0.1%
12.985436197879071
1
<0.1%
12.948983852470697
1
<0.1%
13.019802195126143
1
<0.1%
12.970588094170877
1
<0.1%
12.96356821169656
1
<0.1%
12.94215143543469
1
<0.1%
12.982853742766745
1
<0.1%
13.010898345784184
1
<0.1%
12.981465505144367
1
<0.1%
SMALLEST VALUES
-0.3720539853057329
1
<0.1%
-0.3719793264694607
1
<0.1%
-0.3717388157593067
1
<0.1%
-0.3714983050491525
1
<0.1%
-0.371490744689409
1
<0.1%
-0.3712577943389984
1
<0.1%
-0.3710172836288442
1
<0.1%
-0.3708644633917443
1
<0.1%
-0.3707767729186901
1
<0.1%
-0.3707044832211731
1
<0.1%
-0.3706460632703692
1
<0.1%
-0.3705876433195654
1
<0.1%
-0.370536262208536
1
<0.1%
-0.3705292233687615
1
<0.1%
-0.3704708034179577
1
<0.1%
LARGEST VALUES
43.70993097932247
1
<0.1%
42.07770131142282
1
<0.1%
41.44230708299661
1
<0.1%
40.52765871856556
1
<0.1%
35.759487472263906
1
<0.1%
35.475806648769385
1
<0.1%
33.658571455023
1
<0.1%
33.47964731684357
1
<0.1%
33.44190934305264
1
<0.1%
33.38063946307204
1
<0.1%
33.326883836190184
1
<0.1%
33.27412148562297
1
<0.1%
33.21599602812194
1
<0.1%
33.21083850517331
1
<0.1%
33.070593006639896
1
<0.1%
secondary_cleaner.state.floatbank5_a_level
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_b_level
0.82
secondary_cleaner.state.floatbank4_a_level
0.74
secondary_cleaner.state.floatbank3_a_level
0.62
secondary_cleaner.state.floatbank3_b_level
0.52
secondary_cleaner.state.floatbank6_a_air
0.46
rougher.state.floatbank10_c_level
0.43
rougher.state.floatbank10_d_level
0.43
rougher.state.floatbank10_b_level
0.43
secondary_cleaner.state.floatbank4_b_level
0.42
rougher.state.floatbank10_f_level
0.40
rougher.state.floatbank10_e_level
0.40
secondary_cleaner.state.floatbank6_a_level
0.34
rougher.state.floatbank10_b_air
0.32
rougher.state.floatbank10_c_air
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-498.3102111816406
1
<0.1%
-499.0637370948057
1
<0.1%
-500.5777397134259
1
<0.1%
-499.5056669480847
1
<0.1%
-499.5080727595212
1
<0.1%
-499.866606291792
1
<0.1%
-499.955156568312
1
<0.1%
-499.5931877654327
1
<0.1%
-500.4034993370588
1
<0.1%
-499.8387812970804
1
<0.1%
-499.83845850754096
1
<0.1%
-500.2009378512451
1
<0.1%
-500.28952916304473
1
<0.1%
-499.65157133786425
1
<0.1%
-500.2724309098001
1
<0.1%
SMALLEST VALUES
-797.3239856681095
1
<0.1%
-797.1424746400412
1
<0.1%
-796.8572961519983
1
<0.1%
-795.3374217119748
1
<0.1%
-792.7945383690433
1
<0.1%
-729.4758163377811
1
<0.1%
-721.653922114166
1
<0.1%
-663.3327851124312
1
<0.1%
-656.5743953810338
1
<0.1%
-651.9641631824186
1
<0.1%
-641.4675281452289
1
<0.1%
-637.398127104607
1
<0.1%
-630.7333859175022
1
<0.1%
-630.5976223745275
1
<0.1%
-623.3383898648251
1
<0.1%
LARGEST VALUES
-244.48356646706503
1
<0.1%
-275.0731254824576
1
<0.1%
-282.5348684383985
1
<0.1%
-287.910008568586
1
<0.1%
-288.9635208463088
1
<0.1%
-295.0614405556952
1
<0.1%
-295.3142283997477
1
<0.1%
-295.5332728731427
1
<0.1%
-296.20595230959174
1
<0.1%
-296.36209208577475
1
<0.1%
-296.72926563750667
1
<0.1%
-297.3033433198619
1
<0.1%
-297.34531814922946
1
<0.1%
-297.42061102873777
1
<0.1%
-297.48796479481183
1
<0.1%
secondary_cleaner.state.floatbank5_b_air
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_a_air
0.90
secondary_cleaner.state.floatbank4_b_air
0.86
secondary_cleaner.state.floatbank4_a_air
0.73
secondary_cleaner.state.floatbank3_a_air
0.70
secondary_cleaner.state.floatbank3_b_air
0.59
primary_cleaner.state.floatbank8_c_air
0.56
primary_cleaner.state.floatbank8_a_air
0.51
primary_cleaner.state.floatbank8_b_air
0.50
secondary_cleaner.state.floatbank6_a_air
0.49
secondary_cleaner.state.floatbank2_b_air
0.48
rougher.state.floatbank10_a_air
0.42
rougher.state.floatbank10_a_level
0.41
secondary_cleaner.state.floatbank2_a_air
0.41
secondary_cleaner.state.floatbank4_a_level
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
8.079666137695312
1
<0.1%
10.996538173533056
1
<0.1%
11.000192219262292
1
<0.1%
10.993903466493004
1
<0.1%
11.04510953118651
1
<0.1%
11.030802988578744
1
<0.1%
10.98383017265609
1
<0.1%
10.991375928095092
1
<0.1%
10.991334623272667
1
<0.1%
11.001550593744742
1
<0.1%
10.996649580395063
1
<0.1%
10.96927094072288
1
<0.1%
11.018342411754556
1
<0.1%
11.006872149002092
1
<0.1%
11.02088119753975
1
<0.1%
SMALLEST VALUES
0.5280828475952148
1
<0.1%
0.646207673589221
1
<0.1%
0.6680429497871202
1
<0.1%
0.6794085861982682
1
<0.1%
0.6922236329802276
1
<0.1%
1.3584694111889002
1
<0.1%
1.4206060819548016
1
<0.1%
2.781641870201621
1
<0.1%
2.79784861301798
1
<0.1%
2.8133132579011977
1
<0.1%
2.839160642534172
1
<0.1%
2.8399539850713293
1
<0.1%
2.8440890174391606
1
<0.1%
2.8483163402350447
1
<0.1%
2.8563979309328733
1
<0.1%
LARGEST VALUES
27.926001392585444
1
<0.1%
24.803683700950074
1
<0.1%
24.32635992081995
1
<0.1%
24.20642607183621
1
<0.1%
24.177105929544464
1
<0.1%
24.172409532340907
1
<0.1%
24.17240879497345
1
<0.1%
24.15667776918953
1
<0.1%
24.134014814326072
1
<0.1%
24.121305845280386
1
<0.1%
24.109766715202216
1
<0.1%
24.10314538503129
1
<0.1%
24.095490772343307
1
<0.1%
24.08847482606641
1
<0.1%
24.063340787872036
1
<0.1%
secondary_cleaner.state.floatbank5_b_level
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_a_level
0.82
secondary_cleaner.state.floatbank4_a_level
0.63
secondary_cleaner.state.floatbank3_a_level
0.51
secondary_cleaner.state.floatbank3_b_level
0.42
secondary_cleaner.state.floatbank6_a_air
0.41
rougher.state.floatbank10_c_level
0.37
rougher.state.floatbank10_d_level
0.37
secondary_cleaner.state.floatbank4_b_level
0.36
rougher.state.floatbank10_b_level
0.36
rougher.state.floatbank10_f_level
0.35
rougher.state.floatbank10_e_level
0.34
secondary_cleaner.state.floatbank6_a_level
0.33
secondary_cleaner.output.tail_pb
-0.27
rougher.state.floatbank10_b_air
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-500.4709777832031
1
<0.1%
-499.8271210243655
1
<0.1%
-500.0785023663823
1
<0.1%
-500.04098550038566
1
<0.1%
-499.9223781262407
1
<0.1%
-499.9990401235562
1
<0.1%
-500.1860591582028
1
<0.1%
-499.93910657623167
1
<0.1%
-500.210436933088
1
<0.1%
-499.954274660518
1
<0.1%
-500.0353409969014
1
<0.1%
-500.131858848926
1
<0.1%
-499.8546995328797
1
<0.1%
-499.9041249684007
1
<0.1%
-500.07383461990617
1
<0.1%
SMALLEST VALUES
-800.2203369140625
1
<0.1%
-800.1185869923579
1
<0.1%
-800.0243733527577
1
<0.1%
-800.0061797584956
1
<0.1%
-800.0016389589692
1
<0.1%
-799.9997024072641
1
<0.1%
-799.9932871827167
1
<0.1%
-799.9895830856441
1
<0.1%
-799.9858789885711
1
<0.1%
-799.9821748914985
1
<0.1%
-799.9784707944258
1
<0.1%
-799.9747666973527
1
<0.1%
-799.9479933744731
1
<0.1%
-799.9477259025169
1
<0.1%
-799.7684382473088
1
<0.1%
LARGEST VALUES
-137.74000438285594
1
<0.1%
-141.93439716351506
1
<0.1%
-144.17121935851887
1
<0.1%
-148.08008790678434
1
<0.1%
-149.70507483776197
1
<0.1%
-151.05597175273058
1
<0.1%
-152.01455410474043
1
<0.1%
-152.6131126236765
1
<0.1%
-157.39607088804976
1
<0.1%
-160.08679705432334
1
<0.1%
-161.03897248501042
1
<0.1%
-166.78012043826445
1
<0.1%
-167.32503776519786
1
<0.1%
-172.7246604797519
1
<0.1%
-177.90537943621453
1
<0.1%
secondary_cleaner.state.floatbank6_a_air
MISSING:
2
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.output.tail_pb
-0.51
secondary_cleaner.state.floatbank4_a_level
0.50
secondary_cleaner.state.floatbank5_b_air
0.49
secondary_cleaner.state.floatbank5_a_air
0.47
rougher.state.floatbank10_f_level
0.47
rougher.state.floatbank10_c_air
0.47
rougher.state.floatbank10_b_level
0.47
rougher.state.floatbank10_c_level
0.47
rougher.state.floatbank10_e_level
0.47
secondary_cleaner.state.floatbank5_a_level
0.46
rougher.state.floatbank10_d_level
0.46
rougher.state.floatbank10_d_air
0.45
rougher.state.floatbank10_b_air
0.43
secondary_cleaner.state.floatbank5_b_level
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
14.990581560016787
1
<0.1%
15.003365817034366
1
<0.1%
14.998622006521206
1
<0.1%
14.993794793574764
1
<0.1%
14.988059868457134
1
<0.1%
15.003948341317994
1
<0.1%
15.000727290630708
1
<0.1%
15.013684336404134
1
<0.1%
14.983036983274069
1
<0.1%
11.98945971405661
1
<0.1%
14.993565566163886
1
<0.1%
15.004398427682158
1
<0.1%
15.005388438170796
1
<0.1%
14.997384294987471
1
<0.1%
15.010702101969898
1
<0.1%
SMALLEST VALUES
-0.0794262290000915
1
<0.1%
0.0168147940068068
1
<0.1%
0.1273038382597353
1
<0.1%
0.1507513167339681
1
<0.1%
0.1603861816854768
1
<0.1%
0.1700210466369856
1
<0.1%
0.1796559115884943
1
<0.1%
0.195324329874147
1
<0.1%
0.2058399031592226
1
<0.1%
0.2145293331680922
1
<0.1%
0.2174705323782766
1
<0.1%
0.2291011615973307
1
<0.1%
0.2309986702502046
1
<0.1%
0.2385109621517682
1
<0.1%
0.2407317908163847
1
<0.1%
LARGEST VALUES
32.1889056610072
1
<0.1%
32.07560494242695
1
<0.1%
32.06238837492141
1
<0.1%
32.042386740680044
1
<0.1%
32.0370071679653
1
<0.1%
32.030347588609004
1
<0.1%
32.02852859701875
1
<0.1%
32.02724919974018
1
<0.1%
32.02103194873578
1
<0.1%
32.020936997523165
1
<0.1%
32.014162621544926
1
<0.1%
32.00990952352705
1
<0.1%
32.00007904368555
1
<0.1%
31.995711351753364
1
<0.1%
31.99028406495247
1
<0.1%
secondary_cleaner.state.floatbank6_a_level
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
secondary_cleaner.state.floatbank5_a_level
0.34
secondary_cleaner.state.floatbank5_b_level
0.33
final.output.concentrate_sol
-0.22
secondary_cleaner.state.floatbank3_b_level
0.21
secondary_cleaner.state.floatbank3_a_level
0.20
secondary_cleaner.state.floatbank4_b_level
0.19
secondary_cleaner.state.floatbank4_a_level
0.19
rougher.state.floatbank10_e_air
0.16
rougher.state.floatbank10_f_air
0.15
primary_cleaner.state.floatbank8_c_level
0.15
primary_cleaner.state.floatbank8_a_level
0.15
primary_cleaner.output.tail_pb
-0.15
rougher.state.floatbank10_b_level
0.14
rougher.state.floatbank10_c_level
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
MOST FREQUENT VALUES
-605.8419799804688
1
<0.1%
-501.4153342174408
1
<0.1%
-501.23120071776606
1
<0.1%
-501.80989098477136
1
<0.1%
-500.9567618004757
1
<0.1%
-500.0183527627848
1
<0.1%
-500.0013740731781
1
<0.1%
-499.5061286552468
1
<0.1%
-500.25278779084056
1
<0.1%
-500.1535109748744
1
<0.1%
-499.9625772107137
1
<0.1%
-500.1982836235562
1
<0.1%
-500.2638494240903
1
<0.1%
-499.16291475946815
1
<0.1%
-499.8785293136538
1
<0.1%
SMALLEST VALUES
-809.7414635085819
1
<0.1%
-809.7398951491198
1
<0.1%
-809.7381966672802
1
<0.1%
-809.7364981854407
1
<0.1%
-809.7347997036015
1
<0.1%
-809.7331012217619
1
<0.1%
-809.7314027399226
1
<0.1%
-809.7310781129604
1
<0.1%
-809.7297042580832
1
<0.1%
-809.7128976168758
1
<0.1%
-809.6947171207913
1
<0.1%
-809.6765366247066
1
<0.1%
-809.6583561286218
1
<0.1%
-809.6401756325372
1
<0.1%
-809.6333274315512
1
<0.1%
LARGEST VALUES
-104.42745915373588
1
<0.1%
-123.30748682189196
1
<0.1%
-136.6791545728287
1
<0.1%
-183.20201854452569
1
<0.1%
-194.9784109007128
1
<0.1%
-199.0473560758384
1
<0.1%
-199.1231997763265
1
<0.1%
-199.81540665240504
1
<0.1%
-202.0953026654174
1
<0.1%
-202.241979499598
1
<0.1%
-203.58262418799973
1
<0.1%
-203.7326290993085
1
<0.1%
-203.9233801538087
1
<0.1%
-204.68652012300825
1
<0.1%
-204.694459472414
1
<0.1%